From 76e050874701e0db4cf1ea930781302bf169c44b Mon Sep 17 00:00:00 2001
From: Hammad Shami <hammad@helicone.ai>
Date: Thu, 23 Oct 2025 13:43:27 -0700
Subject: [PATCH] add helicone models + helicone model generation script

---
 package.json                                  |   3 +-
 packages/core/script/generate-helicone.ts     | 208 ++++++++++++++++++
 providers/helicone/README.md                  |  20 ++
 providers/helicone/logo.svg                   |  18 ++
 .../helicone/models/chatgpt-4o-latest.toml    |  22 ++
 .../helicone/models/claude-3.5-haiku.toml     |  23 ++
 .../helicone/models/claude-3.5-sonnet-v2.toml |  23 ++
 .../helicone/models/claude-3.7-sonnet.toml    |  23 ++
 .../helicone/models/claude-4.5-haiku.toml     |  23 ++
 .../helicone/models/claude-4.5-sonnet.toml    |  23 ++
 .../helicone/models/claude-opus-4-1.toml      |  23 ++
 providers/helicone/models/claude-opus-4.toml  |  23 ++
 .../helicone/models/claude-sonnet-4.toml      |  23 ++
 .../models/deepseek-r1-distill-llama-70b.toml |  21 ++
 .../helicone/models/deepseek-reasoner.toml    |  22 ++
 .../models/deepseek-tng-r1t2-chimera.toml     |  21 ++
 .../models/deepseek-v3.1-terminus.toml        |  22 ++
 providers/helicone/models/deepseek-v3.2.toml  |  21 ++
 providers/helicone/models/deepseek-v3.toml    |  22 ++
 .../models/ernie-4.5-21b-a3b-thinking.toml    |  21 ++
 .../models/gemini-2.5-flash-lite.toml         |  23 ++
 .../helicone/models/gemini-2.5-flash.toml     |  23 ++
 providers/helicone/models/gemini-2.5-pro.toml |  23 ++
 providers/helicone/models/gemma-3-12b-it.toml |  21 ++
 providers/helicone/models/gemma2-9b-it.toml   |  21 ++
 providers/helicone/models/glm-4.6.toml        |  21 ++
 providers/helicone/models/gpt-4.1-mini.toml   |  22 ++
 providers/helicone/models/gpt-4.1-nano.toml   |  22 ++
 providers/helicone/models/gpt-4.1.toml        |  22 ++
 providers/helicone/models/gpt-4o-mini.toml    |  22 ++
 providers/helicone/models/gpt-4o.toml         |  22 ++
 .../helicone/models/gpt-5-chat-latest.toml    |  22 ++
 providers/helicone/models/gpt-5-mini.toml     |  22 ++
 providers/helicone/models/gpt-5-nano.toml     |  22 ++
 providers/helicone/models/gpt-5.toml          |  22 ++
 providers/helicone/models/gpt-oss-120b.toml   |  21 ++
 providers/helicone/models/gpt-oss-20b.toml    |  21 ++
 providers/helicone/models/grok-3-mini.toml    |  22 ++
 providers/helicone/models/grok-3.toml         |  22 ++
 .../models/grok-4-fast-non-reasoning.toml     |  22 ++
 .../models/grok-4-fast-reasoning.toml         |  22 ++
 providers/helicone/models/grok-4.toml         |  22 ++
 .../helicone/models/grok-code-fast-1.toml     |  22 ++
 .../models/hermes-2-pro-llama-3-8b.toml       |  21 ++
 providers/helicone/models/kimi-k2-0905.toml   |  22 ++
 .../helicone/models/kimi-k2-instruct.toml     |  21 ++
 providers/helicone/models/kimi-k2.toml        |  22 ++
 .../helicone/models/llama-3.1-8b-instant.toml |  21 ++
 .../models/llama-3.1-8b-instruct-turbo.toml   |  21 ++
 .../models/llama-3.1-8b-instruct.toml         |  21 ++
 .../models/llama-3.3-70b-instruct.toml        |  21 ++
 .../models/llama-3.3-70b-versatile.toml       |  21 ++
 .../helicone/models/llama-4-maverick.toml     |  21 ++
 providers/helicone/models/llama-4-scout.toml  |  21 ++
 providers/helicone/models/llama-guard-4.toml  |  21 ++
 .../models/llama-prompt-guard-2-22m.toml      |  21 ++
 .../models/llama-prompt-guard-2-86m.toml      |  21 ++
 providers/helicone/models/mistral-nemo.toml   |  21 ++
 providers/helicone/models/mistral-small.toml  |  21 ++
 providers/helicone/models/o3-mini.toml        |  22 ++
 providers/helicone/models/o3-pro.toml         |  21 ++
 providers/helicone/models/o3.toml             |  22 ++
 providers/helicone/models/o4-mini.toml        |  22 ++
 .../models/qwen2.5-coder-7b-fast.toml         |  21 ++
 .../models/qwen3-235b-a22b-thinking.toml      |  21 ++
 providers/helicone/models/qwen3-30b-a3b.toml  |  21 ++
 providers/helicone/models/qwen3-32b.toml      |  21 ++
 .../models/qwen3-coder-30b-a3b-instruct.toml  |  21 ++
 providers/helicone/models/qwen3-coder.toml    |  21 ++
 .../models/qwen3-next-80b-a3b-instruct.toml   |  21 ++
 .../models/qwen3-vl-235b-a22b-instruct.toml   |  21 ++
 providers/helicone/provider.toml              |   5 +
 72 files changed, 1706 insertions(+), 1 deletion(-)
 create mode 100644 packages/core/script/generate-helicone.ts
 create mode 100644 providers/helicone/README.md
 create mode 100644 providers/helicone/logo.svg
 create mode 100644 providers/helicone/models/chatgpt-4o-latest.toml
 create mode 100644 providers/helicone/models/claude-3.5-haiku.toml
 create mode 100644 providers/helicone/models/claude-3.5-sonnet-v2.toml
 create mode 100644 providers/helicone/models/claude-3.7-sonnet.toml
 create mode 100644 providers/helicone/models/claude-4.5-haiku.toml
 create mode 100644 providers/helicone/models/claude-4.5-sonnet.toml
 create mode 100644 providers/helicone/models/claude-opus-4-1.toml
 create mode 100644 providers/helicone/models/claude-opus-4.toml
 create mode 100644 providers/helicone/models/claude-sonnet-4.toml
 create mode 100644 providers/helicone/models/deepseek-r1-distill-llama-70b.toml
 create mode 100644 providers/helicone/models/deepseek-reasoner.toml
 create mode 100644 providers/helicone/models/deepseek-tng-r1t2-chimera.toml
 create mode 100644 providers/helicone/models/deepseek-v3.1-terminus.toml
 create mode 100644 providers/helicone/models/deepseek-v3.2.toml
 create mode 100644 providers/helicone/models/deepseek-v3.toml
 create mode 100644 providers/helicone/models/ernie-4.5-21b-a3b-thinking.toml
 create mode 100644 providers/helicone/models/gemini-2.5-flash-lite.toml
 create mode 100644 providers/helicone/models/gemini-2.5-flash.toml
 create mode 100644 providers/helicone/models/gemini-2.5-pro.toml
 create mode 100644 providers/helicone/models/gemma-3-12b-it.toml
 create mode 100644 providers/helicone/models/gemma2-9b-it.toml
 create mode 100644 providers/helicone/models/glm-4.6.toml
 create mode 100644 providers/helicone/models/gpt-4.1-mini.toml
 create mode 100644 providers/helicone/models/gpt-4.1-nano.toml
 create mode 100644 providers/helicone/models/gpt-4.1.toml
 create mode 100644 providers/helicone/models/gpt-4o-mini.toml
 create mode 100644 providers/helicone/models/gpt-4o.toml
 create mode 100644 providers/helicone/models/gpt-5-chat-latest.toml
 create mode 100644 providers/helicone/models/gpt-5-mini.toml
 create mode 100644 providers/helicone/models/gpt-5-nano.toml
 create mode 100644 providers/helicone/models/gpt-5.toml
 create mode 100644 providers/helicone/models/gpt-oss-120b.toml
 create mode 100644 providers/helicone/models/gpt-oss-20b.toml
 create mode 100644 providers/helicone/models/grok-3-mini.toml
 create mode 100644 providers/helicone/models/grok-3.toml
 create mode 100644 providers/helicone/models/grok-4-fast-non-reasoning.toml
 create mode 100644 providers/helicone/models/grok-4-fast-reasoning.toml
 create mode 100644 providers/helicone/models/grok-4.toml
 create mode 100644 providers/helicone/models/grok-code-fast-1.toml
 create mode 100644 providers/helicone/models/hermes-2-pro-llama-3-8b.toml
 create mode 100644 providers/helicone/models/kimi-k2-0905.toml
 create mode 100644 providers/helicone/models/kimi-k2-instruct.toml
 create mode 100644 providers/helicone/models/kimi-k2.toml
 create mode 100644 providers/helicone/models/llama-3.1-8b-instant.toml
 create mode 100644 providers/helicone/models/llama-3.1-8b-instruct-turbo.toml
 create mode 100644 providers/helicone/models/llama-3.1-8b-instruct.toml
 create mode 100644 providers/helicone/models/llama-3.3-70b-instruct.toml
 create mode 100644 providers/helicone/models/llama-3.3-70b-versatile.toml
 create mode 100644 providers/helicone/models/llama-4-maverick.toml
 create mode 100644 providers/helicone/models/llama-4-scout.toml
 create mode 100644 providers/helicone/models/llama-guard-4.toml
 create mode 100644 providers/helicone/models/llama-prompt-guard-2-22m.toml
 create mode 100644 providers/helicone/models/llama-prompt-guard-2-86m.toml
 create mode 100644 providers/helicone/models/mistral-nemo.toml
 create mode 100644 providers/helicone/models/mistral-small.toml
 create mode 100644 providers/helicone/models/o3-mini.toml
 create mode 100644 providers/helicone/models/o3-pro.toml
 create mode 100644 providers/helicone/models/o3.toml
 create mode 100644 providers/helicone/models/o4-mini.toml
 create mode 100644 providers/helicone/models/qwen2.5-coder-7b-fast.toml
 create mode 100644 providers/helicone/models/qwen3-235b-a22b-thinking.toml
 create mode 100644 providers/helicone/models/qwen3-30b-a3b.toml
 create mode 100644 providers/helicone/models/qwen3-32b.toml
 create mode 100644 providers/helicone/models/qwen3-coder-30b-a3b-instruct.toml
 create mode 100644 providers/helicone/models/qwen3-coder.toml
 create mode 100644 providers/helicone/models/qwen3-next-80b-a3b-instruct.toml
 create mode 100644 providers/helicone/models/qwen3-vl-235b-a22b-instruct.toml
 create mode 100644 providers/helicone/provider.toml

diff --git a/package.json b/package.json
index eee04663..e50fde9d 100644
--- a/package.json
+++ b/package.json
@@ -15,7 +15,8 @@
     }
   },
   "scripts": {
-    "validate": "bun ./packages/core/script/validate.ts"
+    "validate": "bun ./packages/core/script/validate.ts",
+    "helicone:generate": "bun ./packages/core/script/generate-helicone.ts"
   },
   "dependencies": {
     "@cloudflare/workers-types": "^4.20250801.0",
diff --git a/packages/core/script/generate-helicone.ts b/packages/core/script/generate-helicone.ts
new file mode 100644
index 00000000..9bc2f827
--- /dev/null
+++ b/packages/core/script/generate-helicone.ts
@@ -0,0 +1,208 @@
+#!/usr/bin/env bun
+
+import { z } from "zod";
+import path from "node:path";
+import { mkdir, rm, readdir, stat } from "node:fs/promises";
+
+// Helicone public model registry endpoint
+const DEFAULT_ENDPOINT =
+  "https://jawn.helicone.ai/v1/public/model-registry/models";
+
+// Zod schemas to validate the Helicone response
+const Pricing = z
+  .object({
+    prompt: z.number().optional(),
+    completion: z.number().optional(),
+    cacheRead: z.number().optional(),
+    cacheWrite: z.number().optional(),
+    reasoning: z.number().optional(),
+  })
+  .passthrough();
+
+const Endpoint = z
+  .object({
+    provider: z.string(),
+    providerSlug: z.string().optional(),
+    supportsPtb: z.boolean().optional(),
+    pricing: Pricing.optional(),
+  })
+  .passthrough();
+
+const ModelItem = z
+  .object({
+    id: z.string(),
+    name: z.string(),
+    author: z.string().optional(),
+    contextLength: z.number().optional(),
+    maxOutput: z.number().optional(),
+    trainingDate: z.string().optional(),
+    description: z.string().optional(),
+    inputModalities: z.array(z.string()).optional(),
+    outputModalities: z.array(z.string()).optional(),
+    supportedParameters: z.array(z.string()).optional(),
+    endpoints: z.array(Endpoint).optional(),
+  })
+  .passthrough();
+
+const HeliconeResponse = z
+  .object({
+    data: z.object({
+      models: z.array(ModelItem),
+      total: z.number().optional(),
+      filters: z.any().optional(),
+    }),
+  })
+  .passthrough();
+
+function pickEndpoint(m: z.infer<typeof ModelItem>) {
+  if (!m.endpoints || m.endpoints.length === 0) return undefined;
+  // Prefer endpoint that matches author if available
+  if (m.author) {
+    const match = m.endpoints.find((e) => e.provider === m.author);
+    if (match) return match;
+  }
+  return m.endpoints[0];
+}
+
+function boolFromParams(params: string[] | undefined, keys: string[]): boolean {
+  if (!params) return false;
+  const set = new Set(params.map((p) => p.toLowerCase()));
+  return keys.some((k) => set.has(k.toLowerCase()));
+}
+
+function sanitizeModalities(values: string[] | undefined): string[] {
+  if (!values) return ["text"]; // default to text
+  const allowed = new Set(["text", "audio", "image", "video", "pdf"]);
+  const out = values.map((v) => v.toLowerCase()).filter((v) => allowed.has(v));
+  return out.length > 0 ? out : ["text"];
+}
+
+function formatToml(model: z.infer<typeof ModelItem>) {
+  const ep = pickEndpoint(model);
+  const pricing = ep?.pricing;
+
+  const supported = model.supportedParameters ?? [];
+
+  const nowISO = new Date().toISOString().slice(0, 10);
+  const rdRaw = model.trainingDate ? String(model.trainingDate) : nowISO;
+  const releaseDate = rdRaw.slice(0, 10);
+  const lastUpdated = releaseDate;
+  const knowledge = model.trainingDate
+    ? String(model.trainingDate).slice(0, 7)
+    : undefined;
+
+  const attachment = false; // Not exposed by Helicone registry
+  const temperature = boolFromParams(supported, ["temperature"]);
+  const toolCall = boolFromParams(supported, ["tools", "tool_choice"]);
+  const reasoning = boolFromParams(supported, [
+    "reasoning",
+    "include_reasoning",
+  ]);
+
+  const inputMods = sanitizeModalities(model.inputModalities);
+  const outputMods = sanitizeModalities(model.outputModalities);
+
+  const lines: string[] = [];
+  lines.push(`name = "${model.name.replaceAll('"', '\\"')}"`);
+  lines.push(`release_date = "${releaseDate}"`);
+  lines.push(`last_updated = "${lastUpdated}"`);
+  lines.push(`attachment = ${attachment}`);
+  lines.push(`reasoning = ${reasoning}`);
+  lines.push(`temperature = ${temperature}`);
+  lines.push(`tool_call = ${toolCall}`);
+  if (knowledge) lines.push(`knowledge = "${knowledge}"`);
+  lines.push(`open_weights = false`);
+  lines.push("");
+
+  if (
+    pricing &&
+    (pricing.prompt ??
+      pricing.completion ??
+      pricing.cacheRead ??
+      pricing.cacheWrite ??
+      (reasoning && pricing.reasoning)) !== undefined
+  ) {
+    lines.push(`[cost]`);
+    if (pricing.prompt !== undefined) lines.push(`input = ${pricing.prompt}`);
+    if (pricing.completion !== undefined)
+      lines.push(`output = ${pricing.completion}`);
+    if (reasoning && pricing.reasoning !== undefined)
+      lines.push(`reasoning = ${pricing.reasoning}`);
+    if (pricing.cacheRead !== undefined)
+      lines.push(`cache_read = ${pricing.cacheRead}`);
+    if (pricing.cacheWrite !== undefined)
+      lines.push(`cache_write = ${pricing.cacheWrite}`);
+    lines.push("");
+  }
+
+  const context = model.contextLength ?? 0;
+  const output = model.maxOutput ?? 4096;
+  lines.push(`[limit]`);
+  lines.push(`context = ${context}`);
+  lines.push(`output = ${output}`);
+  lines.push("");
+
+  lines.push(`[modalities]`);
+  lines.push(`input = [${inputMods.map((m) => `"${m}"`).join(", ")}]`);
+  lines.push(`output = [${outputMods.map((m) => `"${m}"`).join(", ")}]`);
+
+  return lines.join("\n") + "\n";
+}
+
+async function main() {
+  const endpoint = DEFAULT_ENDPOINT;
+
+  const outDir = path.join(
+    import.meta.dirname,
+    "..",
+    "..",
+    "..",
+    "providers",
+    "helicone",
+    "models",
+  );
+
+  const res = await fetch(endpoint);
+  if (!res.ok) {
+    console.error(`Failed to fetch registry: ${res.status} ${res.statusText}`);
+    process.exit(1);
+  }
+  const json = await res.json();
+
+  const parsed = HeliconeResponse.safeParse(json);
+  if (!parsed.success) {
+    parsed.error.cause = json;
+    console.error("Invalid Helicone response:", parsed.error.errors);
+    console.error("When parsing:", parsed.error.cause);
+    process.exit(1);
+  }
+
+  const models = parsed.data.data.models;
+
+  // Clean output directory: remove subfolders and existing TOML files
+  await mkdir(outDir, { recursive: true });
+  for (const entry of await readdir(outDir)) {
+    const p = path.join(outDir, entry);
+    const st = await stat(p);
+    if (st.isDirectory()) {
+      await rm(p, { recursive: true, force: true });
+    } else if (st.isFile() && entry.endsWith(".toml")) {
+      await rm(p, { force: true });
+    }
+  }
+  let created = 0;
+
+  for (const m of models) {
+    const fileSafeId = m.id.replaceAll("/", "-");
+    const filePath = path.join(outDir, `${fileSafeId}.toml`);
+    const toml = formatToml(m);
+    await Bun.write(filePath, toml);
+    created++;
+  }
+
+  console.log(
+    `Generated ${created} model file(s) under providers/helicone/models/*.toml`,
+  );
+}
+
+await main();
diff --git a/providers/helicone/README.md b/providers/helicone/README.md
new file mode 100644
index 00000000..b9552a25
--- /dev/null
+++ b/providers/helicone/README.md
@@ -0,0 +1,20 @@
+Helicone Models
+
+Generate model TOMLs from Helicone’s public registry.
+
+Prerequisites
+- Install Bun: https://bun.sh
+
+Commands
+- Generate files: `bun run helicone:generate`
+- Validate configs: `bun validate`
+
+Details
+- Source endpoint: `https://jawn.helicone.ai/v1/public/model-registry/models`
+- Output path: `providers/helicone/models/<model-id>.toml` (flat, no provider folders)
+- Dates: `release_date`/`last_updated` use `YYYY-MM-DD`; `knowledge` uses `YYYY-MM`.
+- Pricing: writes `cost.reasoning` only when `reasoning = true`.
+- Modalities: sanitized to `["text", "audio", "image", "video", "pdf"]`.
+
+Notes
+- The generator cleans the output folder before writing: removes any nested provider folders and existing TOML files to keep Model IDs flat (e.g., `claude-3.5-haiku`).
diff --git a/providers/helicone/logo.svg b/providers/helicone/logo.svg
new file mode 100644
index 00000000..6ee7cb9c
--- /dev/null
+++ b/providers/helicone/logo.svg
@@ -0,0 +1,18 @@
+<svg width="1000" height="1000" viewBox="0 0 1000 1000" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M512.259 82.0808C503.242 78.136 492.988 78.136 483.971 82.0808L75.8928 260.615L403.33 403.869L498.115 445.337L807.242 310.094L920.337 260.615L512.259 82.0808Z" fill="#F8FEFF"/>
+<path d="M75.8928 260.615V641.369L403.33 403.869L75.8928 260.615Z" fill="#F8FEFF"/>
+<path d="M807.242 310.094L498.115 445.337V486.806V784.623L807.242 310.094Z" fill="#F8FEFF"/>
+<path d="M498.115 784.623V924.107L592.361 884.557L920.337 358.631V260.615L807.242 310.094L498.115 784.623Z" fill="#F8FEFF"/>
+<path d="M498.115 924.107V784.623V486.806L113.591 762.744L498.115 924.107Z" fill="#F8FEFF"/>
+<path d="M75.8928 641.369V723.464C75.8928 737.677 84.4199 750.503 97.5257 756.003L113.591 762.744L498.115 486.806V445.337L403.33 403.869L75.8928 641.369Z" fill="#F8FEFF"/>
+<path d="M592.361 884.557L898.704 756.003C911.81 750.503 920.337 737.677 920.337 723.464V358.631L592.361 884.557Z" fill="#F8FEFF"/>
+<path d="M75.8928 260.615L483.971 82.0808C492.988 78.136 503.242 78.136 512.259 82.0808L920.337 260.615M75.8928 260.615V641.369M75.8928 260.615L403.33 403.869M920.337 260.615L807.242 310.094M920.337 260.615V358.631M498.115 924.107V784.623M498.115 924.107L592.361 884.557M498.115 924.107L113.591 762.744M498.115 445.337L807.242 310.094M498.115 445.337L403.33 403.869M498.115 445.337V486.806M498.115 784.623L807.242 310.094M498.115 784.623V486.806M592.361 884.557L898.704 756.003C911.81 750.503 920.337 737.677 920.337 723.464V358.631M592.361 884.557L920.337 358.631M75.8928 641.369V723.464C75.8928 737.677 84.4199 750.503 97.5257 756.003L113.591 762.744M75.8928 641.369L403.33 403.869M113.591 762.744L498.115 486.806" stroke="#F8FEFF" stroke-width="30.1587" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M505.498 116.609C501.993 115.076 498.007 115.076 494.502 116.609L115.919 282.24L413.778 412.553L500 450.275L781.203 327.249L884.081 282.24L505.498 116.609Z" fill="#0CA5E9"/>
+<path d="M115.919 282.24V628.599L413.778 412.553L115.919 282.24Z" fill="#0CA5E9"/>
+<path d="M781.203 327.249L500 450.275V487.997V758.912L781.203 327.249Z" fill="#0CA5E9"/>
+<path d="M500 758.912V885.796L585.732 849.819L884.081 371.401V282.24L781.203 327.249L500 758.912Z" fill="#C2FCF6"/>
+<path d="M500 885.796V758.912V487.997L150.212 739.01L500 885.796Z" fill="#F8FEFF"/>
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diff --git a/providers/helicone/models/chatgpt-4o-latest.toml b/providers/helicone/models/chatgpt-4o-latest.toml
new file mode 100644
index 00000000..45fb2da6
--- /dev/null
+++ b/providers/helicone/models/chatgpt-4o-latest.toml
@@ -0,0 +1,22 @@
+name = "OpenAI ChatGPT-4o"
+release_date = "2024-08-14"
+last_updated = "2024-08-14"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2024-08"
+open_weights = false
+
+[cost]
+input = 5
+output = 20
+cache_read = 2.5
+
+[limit]
+context = 128000
+output = 16384
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/claude-3.5-haiku.toml b/providers/helicone/models/claude-3.5-haiku.toml
new file mode 100644
index 00000000..c75b7790
--- /dev/null
+++ b/providers/helicone/models/claude-3.5-haiku.toml
@@ -0,0 +1,23 @@
+name = "Anthropic: Claude 3.5 Haiku"
+release_date = "2024-10-22"
+last_updated = "2024-10-22"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2024-10"
+open_weights = false
+
+[cost]
+input = 0.7999999999999999
+output = 4
+cache_read = 0.08
+cache_write = 1
+
+[limit]
+context = 200000
+output = 8192
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/claude-3.5-sonnet-v2.toml b/providers/helicone/models/claude-3.5-sonnet-v2.toml
new file mode 100644
index 00000000..bfb72520
--- /dev/null
+++ b/providers/helicone/models/claude-3.5-sonnet-v2.toml
@@ -0,0 +1,23 @@
+name = "Anthropic: Claude 3.5 Sonnet v2"
+release_date = "2024-10-22"
+last_updated = "2024-10-22"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2024-10"
+open_weights = false
+
+[cost]
+input = 3
+output = 15
+cache_read = 0.30000000000000004
+cache_write = 3.75
+
+[limit]
+context = 200000
+output = 8192
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/claude-3.7-sonnet.toml b/providers/helicone/models/claude-3.7-sonnet.toml
new file mode 100644
index 00000000..e559ec4f
--- /dev/null
+++ b/providers/helicone/models/claude-3.7-sonnet.toml
@@ -0,0 +1,23 @@
+name = "Anthropic: Claude 3.7 Sonnet"
+release_date = "2025-02-19"
+last_updated = "2025-02-19"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-02"
+open_weights = false
+
+[cost]
+input = 3
+output = 15
+cache_read = 0.30000000000000004
+cache_write = 3.75
+
+[limit]
+context = 200000
+output = 64000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/claude-4.5-haiku.toml b/providers/helicone/models/claude-4.5-haiku.toml
new file mode 100644
index 00000000..08ec4695
--- /dev/null
+++ b/providers/helicone/models/claude-4.5-haiku.toml
@@ -0,0 +1,23 @@
+name = "Anthropic: Claude 4.5 Haiku"
+release_date = "2025-10-01"
+last_updated = "2025-10-01"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-10"
+open_weights = false
+
+[cost]
+input = 1
+output = 5
+cache_read = 0.09999999999999999
+cache_write = 1.25
+
+[limit]
+context = 200000
+output = 8192
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/claude-4.5-sonnet.toml b/providers/helicone/models/claude-4.5-sonnet.toml
new file mode 100644
index 00000000..907dc6e9
--- /dev/null
+++ b/providers/helicone/models/claude-4.5-sonnet.toml
@@ -0,0 +1,23 @@
+name = "Anthropic: Claude Sonnet 4.5"
+release_date = "2025-09-29"
+last_updated = "2025-09-29"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2025-09"
+open_weights = false
+
+[cost]
+input = 3
+output = 15
+cache_read = 0.30000000000000004
+cache_write = 3.75
+
+[limit]
+context = 200000
+output = 64000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/claude-opus-4-1.toml b/providers/helicone/models/claude-opus-4-1.toml
new file mode 100644
index 00000000..c288e139
--- /dev/null
+++ b/providers/helicone/models/claude-opus-4-1.toml
@@ -0,0 +1,23 @@
+name = "Anthropic: Claude Opus 4.1"
+release_date = "2025-08-05"
+last_updated = "2025-08-05"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2025-08"
+open_weights = false
+
+[cost]
+input = 15
+output = 75
+cache_read = 1.5
+cache_write = 18.75
+
+[limit]
+context = 200000
+output = 32000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/claude-opus-4.toml b/providers/helicone/models/claude-opus-4.toml
new file mode 100644
index 00000000..0bc044e1
--- /dev/null
+++ b/providers/helicone/models/claude-opus-4.toml
@@ -0,0 +1,23 @@
+name = "Anthropic: Claude Opus 4"
+release_date = "2025-05-14"
+last_updated = "2025-05-14"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2025-05"
+open_weights = false
+
+[cost]
+input = 15
+output = 75
+cache_read = 1.5
+cache_write = 18.75
+
+[limit]
+context = 200000
+output = 32000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/claude-sonnet-4.toml b/providers/helicone/models/claude-sonnet-4.toml
new file mode 100644
index 00000000..a137ae6b
--- /dev/null
+++ b/providers/helicone/models/claude-sonnet-4.toml
@@ -0,0 +1,23 @@
+name = "Anthropic: Claude Sonnet 4"
+release_date = "2025-05-14"
+last_updated = "2025-05-14"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2025-05"
+open_weights = false
+
+[cost]
+input = 3
+output = 15
+cache_read = 0.30000000000000004
+cache_write = 3.75
+
+[limit]
+context = 200000
+output = 64000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/deepseek-r1-distill-llama-70b.toml b/providers/helicone/models/deepseek-r1-distill-llama-70b.toml
new file mode 100644
index 00000000..af5e0d9b
--- /dev/null
+++ b/providers/helicone/models/deepseek-r1-distill-llama-70b.toml
@@ -0,0 +1,21 @@
+name = "DeepSeek R1 Distill Llama 70B"
+release_date = "2025-01-20"
+last_updated = "2025-01-20"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2025-01"
+open_weights = false
+
+[cost]
+input = 0.19999999999999998
+output = 0.6
+
+[limit]
+context = 128000
+output = 4096
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/deepseek-reasoner.toml b/providers/helicone/models/deepseek-reasoner.toml
new file mode 100644
index 00000000..70d3513d
--- /dev/null
+++ b/providers/helicone/models/deepseek-reasoner.toml
@@ -0,0 +1,22 @@
+name = "DeepSeek Reasoner"
+release_date = "2025-01-20"
+last_updated = "2025-01-20"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = false
+knowledge = "2025-01"
+open_weights = false
+
+[cost]
+input = 0.56
+output = 1.68
+cache_read = 0.07
+
+[limit]
+context = 128000
+output = 64000
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/deepseek-tng-r1t2-chimera.toml b/providers/helicone/models/deepseek-tng-r1t2-chimera.toml
new file mode 100644
index 00000000..1884935d
--- /dev/null
+++ b/providers/helicone/models/deepseek-tng-r1t2-chimera.toml
@@ -0,0 +1,21 @@
+name = "DeepSeek TNG R1T2 Chimera"
+release_date = "2025-07-02"
+last_updated = "2025-07-02"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-07"
+open_weights = false
+
+[cost]
+input = 0.3
+output = 1.2
+
+[limit]
+context = 130000
+output = 163840
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/deepseek-v3.1-terminus.toml b/providers/helicone/models/deepseek-v3.1-terminus.toml
new file mode 100644
index 00000000..288a0ebc
--- /dev/null
+++ b/providers/helicone/models/deepseek-v3.1-terminus.toml
@@ -0,0 +1,22 @@
+name = "DeepSeek V3.1 Terminus"
+release_date = "2025-09-22"
+last_updated = "2025-09-22"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2025-09"
+open_weights = false
+
+[cost]
+input = 0.27
+output = 1
+cache_read = 0.21600000000000003
+
+[limit]
+context = 128000
+output = 16384
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/deepseek-v3.2.toml b/providers/helicone/models/deepseek-v3.2.toml
new file mode 100644
index 00000000..0a2d1d59
--- /dev/null
+++ b/providers/helicone/models/deepseek-v3.2.toml
@@ -0,0 +1,21 @@
+name = "DeepSeek V3.2"
+release_date = "2025-09-22"
+last_updated = "2025-09-22"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-09"
+open_weights = false
+
+[cost]
+input = 0.27
+output = 0.41
+
+[limit]
+context = 163840
+output = 65536
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/deepseek-v3.toml b/providers/helicone/models/deepseek-v3.toml
new file mode 100644
index 00000000..22628350
--- /dev/null
+++ b/providers/helicone/models/deepseek-v3.toml
@@ -0,0 +1,22 @@
+name = "DeepSeek V3"
+release_date = "2024-12-26"
+last_updated = "2024-12-26"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2024-12"
+open_weights = false
+
+[cost]
+input = 0.56
+output = 1.68
+cache_read = 0.07
+
+[limit]
+context = 128000
+output = 8192
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/ernie-4.5-21b-a3b-thinking.toml b/providers/helicone/models/ernie-4.5-21b-a3b-thinking.toml
new file mode 100644
index 00000000..fdf30447
--- /dev/null
+++ b/providers/helicone/models/ernie-4.5-21b-a3b-thinking.toml
@@ -0,0 +1,21 @@
+name = "Baidu Ernie 4.5 21B A3B Thinking"
+release_date = "2025-03-16"
+last_updated = "2025-03-16"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = false
+knowledge = "2025-03"
+open_weights = false
+
+[cost]
+input = 0.07
+output = 0.28
+
+[limit]
+context = 128000
+output = 8000
+
+[modalities]
+input = ["text"]
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diff --git a/providers/helicone/models/gemini-2.5-flash-lite.toml b/providers/helicone/models/gemini-2.5-flash-lite.toml
new file mode 100644
index 00000000..af209c73
--- /dev/null
+++ b/providers/helicone/models/gemini-2.5-flash-lite.toml
@@ -0,0 +1,23 @@
+name = "Google Gemini 2.5 Flash Lite"
+release_date = "2025-07-22"
+last_updated = "2025-07-22"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2025-07"
+open_weights = false
+
+[cost]
+input = 0.09999999999999999
+output = 0.39999999999999997
+cache_read = 0.024999999999999998
+cache_write = 0.09999999999999999
+
+[limit]
+context = 1048576
+output = 65535
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gemini-2.5-flash.toml b/providers/helicone/models/gemini-2.5-flash.toml
new file mode 100644
index 00000000..2d060a0a
--- /dev/null
+++ b/providers/helicone/models/gemini-2.5-flash.toml
@@ -0,0 +1,23 @@
+name = "Google Gemini 2.5 Flash"
+release_date = "2025-06-17"
+last_updated = "2025-06-17"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2025-06"
+open_weights = false
+
+[cost]
+input = 0.3
+output = 2.5
+cache_read = 0.075
+cache_write = 0.3
+
+[limit]
+context = 1048576
+output = 65535
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gemini-2.5-pro.toml b/providers/helicone/models/gemini-2.5-pro.toml
new file mode 100644
index 00000000..8584c2e4
--- /dev/null
+++ b/providers/helicone/models/gemini-2.5-pro.toml
@@ -0,0 +1,23 @@
+name = "Google Gemini 2.5 Pro"
+release_date = "2025-06-17"
+last_updated = "2025-06-17"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2025-06"
+open_weights = false
+
+[cost]
+input = 1.25
+output = 10
+cache_read = 0.3125
+cache_write = 1.25
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+[limit]
+context = 1048576
+output = 65536
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+[modalities]
+input = ["text", "image"]
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diff --git a/providers/helicone/models/gemma-3-12b-it.toml b/providers/helicone/models/gemma-3-12b-it.toml
new file mode 100644
index 00000000..ddfbdd55
--- /dev/null
+++ b/providers/helicone/models/gemma-3-12b-it.toml
@@ -0,0 +1,21 @@
+name = "Google Gemma 3 12B"
+release_date = "2024-12-01"
+last_updated = "2024-12-01"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = false
+knowledge = "2024-12"
+open_weights = false
+
+[cost]
+input = 0.049999999999999996
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+
+[limit]
+context = 131072
+output = 8192
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+[modalities]
+input = ["text", "image"]
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diff --git a/providers/helicone/models/gemma2-9b-it.toml b/providers/helicone/models/gemma2-9b-it.toml
new file mode 100644
index 00000000..34bfe5bd
--- /dev/null
+++ b/providers/helicone/models/gemma2-9b-it.toml
@@ -0,0 +1,21 @@
+name = "Google Gemma 2"
+release_date = "2024-06-25"
+last_updated = "2024-06-25"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = false
+knowledge = "2024-06"
+open_weights = false
+
+[cost]
+input = 0.19999999999999998
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+
+[limit]
+context = 8192
+output = 8192
+
+[modalities]
+input = ["text"]
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diff --git a/providers/helicone/models/glm-4.6.toml b/providers/helicone/models/glm-4.6.toml
new file mode 100644
index 00000000..08e948e5
--- /dev/null
+++ b/providers/helicone/models/glm-4.6.toml
@@ -0,0 +1,21 @@
+name = "Zai GLM-4.6"
+release_date = "2024-07-18"
+last_updated = "2024-07-18"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2024-07"
+open_weights = false
+
+[cost]
+input = 0.6
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+
+[limit]
+context = 204800
+output = 131072
+
+[modalities]
+input = ["text"]
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diff --git a/providers/helicone/models/gpt-4.1-mini.toml b/providers/helicone/models/gpt-4.1-mini.toml
new file mode 100644
index 00000000..179fe138
--- /dev/null
+++ b/providers/helicone/models/gpt-4.1-mini.toml
@@ -0,0 +1,22 @@
+name = "OpenAI GPT-4.1 Mini"
+release_date = "2025-04-14"
+last_updated = "2025-04-14"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-04"
+open_weights = false
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+[cost]
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+[limit]
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diff --git a/providers/helicone/models/gpt-4.1-nano.toml b/providers/helicone/models/gpt-4.1-nano.toml
new file mode 100644
index 00000000..782e8d14
--- /dev/null
+++ b/providers/helicone/models/gpt-4.1-nano.toml
@@ -0,0 +1,22 @@
+name = "OpenAI GPT-4.1 Nano"
+release_date = "2025-04-14"
+last_updated = "2025-04-14"
+attachment = false
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diff --git a/providers/helicone/models/gpt-4.1.toml b/providers/helicone/models/gpt-4.1.toml
new file mode 100644
index 00000000..60bd74d4
--- /dev/null
+++ b/providers/helicone/models/gpt-4.1.toml
@@ -0,0 +1,22 @@
+name = "OpenAI GPT-4.1"
+release_date = "2025-04-14"
+last_updated = "2025-04-14"
+attachment = false
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+temperature = true
+tool_call = true
+knowledge = "2025-04"
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diff --git a/providers/helicone/models/gpt-4o-mini.toml b/providers/helicone/models/gpt-4o-mini.toml
new file mode 100644
index 00000000..08366248
--- /dev/null
+++ b/providers/helicone/models/gpt-4o-mini.toml
@@ -0,0 +1,22 @@
+name = "OpenAI GPT-4o-mini"
+release_date = "2024-07-18"
+last_updated = "2024-07-18"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2024-07"
+open_weights = false
+
+[cost]
+input = 0.15
+output = 0.6
+cache_read = 0.075
+
+[limit]
+context = 128000
+output = 16384
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-4o.toml b/providers/helicone/models/gpt-4o.toml
new file mode 100644
index 00000000..210cfd84
--- /dev/null
+++ b/providers/helicone/models/gpt-4o.toml
@@ -0,0 +1,22 @@
+name = "OpenAI GPT-4o"
+release_date = "2024-05-13"
+last_updated = "2024-05-13"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2024-05"
+open_weights = false
+
+[cost]
+input = 2.5
+output = 10
+cache_read = 1.25
+
+[limit]
+context = 128000
+output = 16384
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-5-chat-latest.toml b/providers/helicone/models/gpt-5-chat-latest.toml
new file mode 100644
index 00000000..38e5b1b4
--- /dev/null
+++ b/providers/helicone/models/gpt-5-chat-latest.toml
@@ -0,0 +1,22 @@
+name = "OpenAI GPT-5 Chat Latest"
+release_date = "2024-09-30"
+last_updated = "2024-09-30"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2024-09"
+open_weights = false
+
+[cost]
+input = 1.25
+output = 10
+cache_read = 0.12500000000000003
+
+[limit]
+context = 128000
+output = 16384
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-5-mini.toml b/providers/helicone/models/gpt-5-mini.toml
new file mode 100644
index 00000000..85a1785b
--- /dev/null
+++ b/providers/helicone/models/gpt-5-mini.toml
@@ -0,0 +1,22 @@
+name = "OpenAI GPT-5 Mini"
+release_date = "2025-01-01"
+last_updated = "2025-01-01"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-01"
+open_weights = false
+
+[cost]
+input = 0.25
+output = 2
+cache_read = 0.024999999999999998
+
+[limit]
+context = 400000
+output = 128000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-5-nano.toml b/providers/helicone/models/gpt-5-nano.toml
new file mode 100644
index 00000000..b7de8e61
--- /dev/null
+++ b/providers/helicone/models/gpt-5-nano.toml
@@ -0,0 +1,22 @@
+name = "OpenAI GPT-5 Nano"
+release_date = "2025-01-01"
+last_updated = "2025-01-01"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-01"
+open_weights = false
+
+[cost]
+input = 0.049999999999999996
+output = 0.39999999999999997
+cache_read = 0.005
+
+[limit]
+context = 400000
+output = 128000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-5.toml b/providers/helicone/models/gpt-5.toml
new file mode 100644
index 00000000..4cd80577
--- /dev/null
+++ b/providers/helicone/models/gpt-5.toml
@@ -0,0 +1,22 @@
+name = "OpenAI GPT-5"
+release_date = "2025-01-01"
+last_updated = "2025-01-01"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-01"
+open_weights = false
+
+[cost]
+input = 1.25
+output = 10
+cache_read = 0.12500000000000003
+
+[limit]
+context = 400000
+output = 128000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-oss-120b.toml b/providers/helicone/models/gpt-oss-120b.toml
new file mode 100644
index 00000000..aedda742
--- /dev/null
+++ b/providers/helicone/models/gpt-oss-120b.toml
@@ -0,0 +1,21 @@
+name = "OpenAI GPT-OSS 120b"
+release_date = "2024-06-01"
+last_updated = "2024-06-01"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2024-06"
+open_weights = false
+
+[cost]
+input = 0.04
+output = 0.16
+
+[limit]
+context = 131072
+output = 131072
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/gpt-oss-20b.toml b/providers/helicone/models/gpt-oss-20b.toml
new file mode 100644
index 00000000..6ce7ea5b
--- /dev/null
+++ b/providers/helicone/models/gpt-oss-20b.toml
@@ -0,0 +1,21 @@
+name = "OpenAI GPT-OSS 20b"
+release_date = "2024-06-01"
+last_updated = "2024-06-01"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2024-06"
+open_weights = false
+
+[cost]
+input = 0.049999999999999996
+output = 0.19999999999999998
+
+[limit]
+context = 131072
+output = 131072
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/grok-3-mini.toml b/providers/helicone/models/grok-3-mini.toml
new file mode 100644
index 00000000..1aeeb5ca
--- /dev/null
+++ b/providers/helicone/models/grok-3-mini.toml
@@ -0,0 +1,22 @@
+name = "xAI Grok 3 Mini"
+release_date = "2024-06-01"
+last_updated = "2024-06-01"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2024-06"
+open_weights = false
+
+[cost]
+input = 0.3
+output = 0.5
+cache_read = 0.075
+
+[limit]
+context = 131072
+output = 131072
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/grok-3.toml b/providers/helicone/models/grok-3.toml
new file mode 100644
index 00000000..4ef9a20c
--- /dev/null
+++ b/providers/helicone/models/grok-3.toml
@@ -0,0 +1,22 @@
+name = "xAI Grok 3"
+release_date = "2024-06-01"
+last_updated = "2024-06-01"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2024-06"
+open_weights = false
+
+[cost]
+input = 3
+output = 15
+cache_read = 0.75
+
+[limit]
+context = 131072
+output = 131072
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/grok-4-fast-non-reasoning.toml b/providers/helicone/models/grok-4-fast-non-reasoning.toml
new file mode 100644
index 00000000..2e006fdc
--- /dev/null
+++ b/providers/helicone/models/grok-4-fast-non-reasoning.toml
@@ -0,0 +1,22 @@
+name = "xAI Grok 4 Fast Non-Reasoning"
+release_date = "2025-09-19"
+last_updated = "2025-09-19"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-09"
+open_weights = false
+
+[cost]
+input = 0.19999999999999998
+output = 0.5
+cache_read = 0.049999999999999996
+
+[limit]
+context = 2000000
+output = 2000000
+
+[modalities]
+input = ["text", "image", "audio"]
+output = ["text"]
diff --git a/providers/helicone/models/grok-4-fast-reasoning.toml b/providers/helicone/models/grok-4-fast-reasoning.toml
new file mode 100644
index 00000000..e1cf8a9d
--- /dev/null
+++ b/providers/helicone/models/grok-4-fast-reasoning.toml
@@ -0,0 +1,22 @@
+name = "xAI: Grok 4 Fast Reasoning"
+release_date = "2025-09-01"
+last_updated = "2025-09-01"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2025-09"
+open_weights = false
+
+[cost]
+input = 0.19999999999999998
+output = 0.5
+cache_read = 0.049999999999999996
+
+[limit]
+context = 2000000
+output = 2000000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/grok-4.toml b/providers/helicone/models/grok-4.toml
new file mode 100644
index 00000000..f040d6fe
--- /dev/null
+++ b/providers/helicone/models/grok-4.toml
@@ -0,0 +1,22 @@
+name = "xAI Grok 4"
+release_date = "2024-07-09"
+last_updated = "2024-07-09"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2024-07"
+open_weights = false
+
+[cost]
+input = 3
+output = 15
+cache_read = 0.75
+
+[limit]
+context = 256000
+output = 256000
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/grok-code-fast-1.toml b/providers/helicone/models/grok-code-fast-1.toml
new file mode 100644
index 00000000..ba96a0c0
--- /dev/null
+++ b/providers/helicone/models/grok-code-fast-1.toml
@@ -0,0 +1,22 @@
+name = "xAI Grok Code Fast 1"
+release_date = "2024-08-25"
+last_updated = "2024-08-25"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2024-08"
+open_weights = false
+
+[cost]
+input = 0.19999999999999998
+output = 1.5
+cache_read = 0.02
+
+[limit]
+context = 256000
+output = 10000
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/hermes-2-pro-llama-3-8b.toml b/providers/helicone/models/hermes-2-pro-llama-3-8b.toml
new file mode 100644
index 00000000..ced1f445
--- /dev/null
+++ b/providers/helicone/models/hermes-2-pro-llama-3-8b.toml
@@ -0,0 +1,21 @@
+name = "Hermes 2 Pro Llama 3 8B"
+release_date = "2024-05-27"
+last_updated = "2024-05-27"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2024-05"
+open_weights = false
+
+[cost]
+input = 0.14
+output = 0.14
+
+[limit]
+context = 131072
+output = 131072
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/kimi-k2-0905.toml b/providers/helicone/models/kimi-k2-0905.toml
new file mode 100644
index 00000000..39949956
--- /dev/null
+++ b/providers/helicone/models/kimi-k2-0905.toml
@@ -0,0 +1,22 @@
+name = "Kimi K2 Instruct (09/05)"
+release_date = "2025-09-05"
+last_updated = "2025-09-05"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-09"
+open_weights = false
+
+[cost]
+input = 0.5
+output = 2
+cache_read = 0.39999999999999997
+
+[limit]
+context = 262144
+output = 16384
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/kimi-k2-instruct.toml b/providers/helicone/models/kimi-k2-instruct.toml
new file mode 100644
index 00000000..7eff7e60
--- /dev/null
+++ b/providers/helicone/models/kimi-k2-instruct.toml
@@ -0,0 +1,21 @@
+name = "Kimi K2 Instruct"
+release_date = "2025-09-28"
+last_updated = "2025-09-28"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-09"
+open_weights = false
+
+[cost]
+input = 0.5700000000000001
+output = 2.3
+
+[limit]
+context = 131072
+output = 131072
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/kimi-k2.toml b/providers/helicone/models/kimi-k2.toml
new file mode 100644
index 00000000..380f3666
--- /dev/null
+++ b/providers/helicone/models/kimi-k2.toml
@@ -0,0 +1,22 @@
+name = "Kimi K2 Instruct"
+release_date = "2025-01-01"
+last_updated = "2025-01-01"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-01"
+open_weights = false
+
+[cost]
+input = 1
+output = 3
+cache_read = 0.5
+
+[limit]
+context = 131072
+output = 16384
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/llama-3.1-8b-instant.toml b/providers/helicone/models/llama-3.1-8b-instant.toml
new file mode 100644
index 00000000..1bbe01b2
--- /dev/null
+++ b/providers/helicone/models/llama-3.1-8b-instant.toml
@@ -0,0 +1,21 @@
+name = "Meta Llama 3.1 8B Instant"
+release_date = "2024-07-01"
+last_updated = "2024-07-01"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2024-07"
+open_weights = false
+
+[cost]
+input = 0.049999999999999996
+output = 0.08
+
+[limit]
+context = 131072
+output = 32678
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/llama-3.1-8b-instruct-turbo.toml b/providers/helicone/models/llama-3.1-8b-instruct-turbo.toml
new file mode 100644
index 00000000..7ccbe50d
--- /dev/null
+++ b/providers/helicone/models/llama-3.1-8b-instruct-turbo.toml
@@ -0,0 +1,21 @@
+name = "Meta Llama 3.1 8B Instruct Turbo"
+release_date = "2024-07-23"
+last_updated = "2024-07-23"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2024-07"
+open_weights = false
+
+[cost]
+input = 0.02
+output = 0.03
+
+[limit]
+context = 128000
+output = 128000
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/llama-3.1-8b-instruct.toml b/providers/helicone/models/llama-3.1-8b-instruct.toml
new file mode 100644
index 00000000..7eec4f82
--- /dev/null
+++ b/providers/helicone/models/llama-3.1-8b-instruct.toml
@@ -0,0 +1,21 @@
+name = "Meta Llama 3.1 8B Instruct"
+release_date = "2024-07-23"
+last_updated = "2024-07-23"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2024-07"
+open_weights = false
+
+[cost]
+input = 0.02
+output = 0.049999999999999996
+
+[limit]
+context = 16384
+output = 16384
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/llama-3.3-70b-instruct.toml b/providers/helicone/models/llama-3.3-70b-instruct.toml
new file mode 100644
index 00000000..81d4d605
--- /dev/null
+++ b/providers/helicone/models/llama-3.3-70b-instruct.toml
@@ -0,0 +1,21 @@
+name = "Meta Llama 3.3 70B Instruct"
+release_date = "2024-12-06"
+last_updated = "2024-12-06"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2024-12"
+open_weights = false
+
+[cost]
+input = 0.13
+output = 0.39
+
+[limit]
+context = 128000
+output = 16400
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/llama-3.3-70b-versatile.toml b/providers/helicone/models/llama-3.3-70b-versatile.toml
new file mode 100644
index 00000000..6bb2caec
--- /dev/null
+++ b/providers/helicone/models/llama-3.3-70b-versatile.toml
@@ -0,0 +1,21 @@
+name = "Meta Llama 3.3 70B Versatile"
+release_date = "2024-12-06"
+last_updated = "2024-12-06"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2024-12"
+open_weights = false
+
+[cost]
+input = 0.59
+output = 0.7899999999999999
+
+[limit]
+context = 131072
+output = 32678
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/llama-4-maverick.toml b/providers/helicone/models/llama-4-maverick.toml
new file mode 100644
index 00000000..5e63cb47
--- /dev/null
+++ b/providers/helicone/models/llama-4-maverick.toml
@@ -0,0 +1,21 @@
+name = "Meta Llama 4 Maverick 17B 128E"
+release_date = "2025-01-01"
+last_updated = "2025-01-01"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-01"
+open_weights = false
+
+[cost]
+input = 0.15
+output = 0.6
+
+[limit]
+context = 131072
+output = 8192
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/llama-4-scout.toml b/providers/helicone/models/llama-4-scout.toml
new file mode 100644
index 00000000..b41392c0
--- /dev/null
+++ b/providers/helicone/models/llama-4-scout.toml
@@ -0,0 +1,21 @@
+name = "Meta Llama 4 Scout 17B 16E"
+release_date = "2025-01-01"
+last_updated = "2025-01-01"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-01"
+open_weights = false
+
+[cost]
+input = 0.08
+output = 0.3
+
+[limit]
+context = 131072
+output = 8192
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/llama-guard-4.toml b/providers/helicone/models/llama-guard-4.toml
new file mode 100644
index 00000000..958a6da6
--- /dev/null
+++ b/providers/helicone/models/llama-guard-4.toml
@@ -0,0 +1,21 @@
+name = "Meta Llama Guard 4 12B"
+release_date = "2025-01-01"
+last_updated = "2025-01-01"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = false
+knowledge = "2025-01"
+open_weights = false
+
+[cost]
+input = 0.21
+output = 0.21
+
+[limit]
+context = 131072
+output = 1024
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/llama-prompt-guard-2-22m.toml b/providers/helicone/models/llama-prompt-guard-2-22m.toml
new file mode 100644
index 00000000..9f0cae52
--- /dev/null
+++ b/providers/helicone/models/llama-prompt-guard-2-22m.toml
@@ -0,0 +1,21 @@
+name = "Meta Llama Prompt Guard 2 22M"
+release_date = "2024-10-01"
+last_updated = "2024-10-01"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = false
+knowledge = "2024-10"
+open_weights = false
+
+[cost]
+input = 0.01
+output = 0.01
+
+[limit]
+context = 512
+output = 2
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/llama-prompt-guard-2-86m.toml b/providers/helicone/models/llama-prompt-guard-2-86m.toml
new file mode 100644
index 00000000..cd7f03bf
--- /dev/null
+++ b/providers/helicone/models/llama-prompt-guard-2-86m.toml
@@ -0,0 +1,21 @@
+name = "Meta Llama Prompt Guard 2 86M"
+release_date = "2024-10-01"
+last_updated = "2024-10-01"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = false
+knowledge = "2024-10"
+open_weights = false
+
+[cost]
+input = 0.01
+output = 0.01
+
+[limit]
+context = 512
+output = 2
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/mistral-nemo.toml b/providers/helicone/models/mistral-nemo.toml
new file mode 100644
index 00000000..928b7913
--- /dev/null
+++ b/providers/helicone/models/mistral-nemo.toml
@@ -0,0 +1,21 @@
+name = "Mistral Nemo"
+release_date = "2024-07-18"
+last_updated = "2024-07-18"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = false
+knowledge = "2024-07"
+open_weights = false
+
+[cost]
+input = 20
+output = 40
+
+[limit]
+context = 128000
+output = 16400
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/mistral-small.toml b/providers/helicone/models/mistral-small.toml
new file mode 100644
index 00000000..264c8a5d
--- /dev/null
+++ b/providers/helicone/models/mistral-small.toml
@@ -0,0 +1,21 @@
+name = "Mistral Small"
+release_date = "2024-02-26"
+last_updated = "2024-02-26"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = false
+knowledge = "2024-02"
+open_weights = false
+
+[cost]
+input = 75
+output = 200
+
+[limit]
+context = 128000
+output = 128000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/o3-mini.toml b/providers/helicone/models/o3-mini.toml
new file mode 100644
index 00000000..02d7398a
--- /dev/null
+++ b/providers/helicone/models/o3-mini.toml
@@ -0,0 +1,22 @@
+name = "OpenAI o3 Mini"
+release_date = "2023-10-01"
+last_updated = "2023-10-01"
+attachment = false
+reasoning = false
+temperature = false
+tool_call = true
+knowledge = "2023-10"
+open_weights = false
+
+[cost]
+input = 1.1
+output = 4.4
+cache_read = 0.55
+
+[limit]
+context = 200000
+output = 100000
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/o3-pro.toml b/providers/helicone/models/o3-pro.toml
new file mode 100644
index 00000000..252cd166
--- /dev/null
+++ b/providers/helicone/models/o3-pro.toml
@@ -0,0 +1,21 @@
+name = "OpenAI o3 Pro"
+release_date = "2024-06-01"
+last_updated = "2024-06-01"
+attachment = false
+reasoning = false
+temperature = false
+tool_call = true
+knowledge = "2024-06"
+open_weights = false
+
+[cost]
+input = 20
+output = 80
+
+[limit]
+context = 200000
+output = 100000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/o3.toml b/providers/helicone/models/o3.toml
new file mode 100644
index 00000000..9c41f53b
--- /dev/null
+++ b/providers/helicone/models/o3.toml
@@ -0,0 +1,22 @@
+name = "OpenAI o3"
+release_date = "2024-06-01"
+last_updated = "2024-06-01"
+attachment = false
+reasoning = false
+temperature = false
+tool_call = true
+knowledge = "2024-06"
+open_weights = false
+
+[cost]
+input = 2
+output = 8
+cache_read = 0.5
+
+[limit]
+context = 200000
+output = 100000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/o4-mini.toml b/providers/helicone/models/o4-mini.toml
new file mode 100644
index 00000000..976e484c
--- /dev/null
+++ b/providers/helicone/models/o4-mini.toml
@@ -0,0 +1,22 @@
+name = "OpenAI o4 Mini"
+release_date = "2024-06-01"
+last_updated = "2024-06-01"
+attachment = false
+reasoning = false
+temperature = false
+tool_call = true
+knowledge = "2024-06"
+open_weights = false
+
+[cost]
+input = 1.1
+output = 4.4
+cache_read = 0.275
+
+[limit]
+context = 200000
+output = 100000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/qwen2.5-coder-7b-fast.toml b/providers/helicone/models/qwen2.5-coder-7b-fast.toml
new file mode 100644
index 00000000..90b65e9b
--- /dev/null
+++ b/providers/helicone/models/qwen2.5-coder-7b-fast.toml
@@ -0,0 +1,21 @@
+name = "Qwen2.5 Coder 7B fast"
+release_date = "2024-09-15"
+last_updated = "2024-09-15"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = false
+knowledge = "2024-09"
+open_weights = false
+
+[cost]
+input = 0.03
+output = 0.09
+
+[limit]
+context = 32000
+output = 8192
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/qwen3-235b-a22b-thinking.toml b/providers/helicone/models/qwen3-235b-a22b-thinking.toml
new file mode 100644
index 00000000..b1db0f58
--- /dev/null
+++ b/providers/helicone/models/qwen3-235b-a22b-thinking.toml
@@ -0,0 +1,21 @@
+name = "Qwen3 235B A22B Thinking"
+release_date = "2025-07-25"
+last_updated = "2025-07-25"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = false
+knowledge = "2025-07"
+open_weights = false
+
+[cost]
+input = 0.3
+output = 2.9000000000000004
+
+[limit]
+context = 262144
+output = 81920
+
+[modalities]
+input = ["text", "image", "video"]
+output = ["text"]
diff --git a/providers/helicone/models/qwen3-30b-a3b.toml b/providers/helicone/models/qwen3-30b-a3b.toml
new file mode 100644
index 00000000..03a6c19d
--- /dev/null
+++ b/providers/helicone/models/qwen3-30b-a3b.toml
@@ -0,0 +1,21 @@
+name = "Qwen3 30B A3B"
+release_date = "2025-06-01"
+last_updated = "2025-06-01"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-06"
+open_weights = false
+
+[cost]
+input = 0.08
+output = 0.29
+
+[limit]
+context = 41000
+output = 41000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/helicone/models/qwen3-32b.toml b/providers/helicone/models/qwen3-32b.toml
new file mode 100644
index 00000000..3055f548
--- /dev/null
+++ b/providers/helicone/models/qwen3-32b.toml
@@ -0,0 +1,21 @@
+name = "Qwen3 32B"
+release_date = "2025-04-28"
+last_updated = "2025-04-28"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2025-04"
+open_weights = false
+
+[cost]
+input = 0.29
+output = 0.59
+
+[limit]
+context = 131072
+output = 40960
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/qwen3-coder-30b-a3b-instruct.toml b/providers/helicone/models/qwen3-coder-30b-a3b-instruct.toml
new file mode 100644
index 00000000..cec979ad
--- /dev/null
+++ b/providers/helicone/models/qwen3-coder-30b-a3b-instruct.toml
@@ -0,0 +1,21 @@
+name = "Qwen3 Coder 30B A3B Instruct"
+release_date = "2025-07-31"
+last_updated = "2025-07-31"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-07"
+open_weights = false
+
+[cost]
+input = 0.09999999999999999
+output = 0.3
+
+[limit]
+context = 262144
+output = 262144
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/helicone/models/qwen3-coder.toml b/providers/helicone/models/qwen3-coder.toml
new file mode 100644
index 00000000..2a645bd5
--- /dev/null
+++ b/providers/helicone/models/qwen3-coder.toml
@@ -0,0 +1,21 @@
+name = "Qwen3 Coder 480B A35B Instruct Turbo"
+release_date = "2025-07-23"
+last_updated = "2025-07-23"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-07"
+open_weights = false
+
+[cost]
+input = 0.29
+output = 1.2
+
+[limit]
+context = 262144
+output = 16384
+
+[modalities]
+input = ["text", "image", "audio", "video"]
+output = ["text"]
diff --git a/providers/helicone/models/qwen3-next-80b-a3b-instruct.toml b/providers/helicone/models/qwen3-next-80b-a3b-instruct.toml
new file mode 100644
index 00000000..4ece05c7
--- /dev/null
+++ b/providers/helicone/models/qwen3-next-80b-a3b-instruct.toml
@@ -0,0 +1,21 @@
+name = "Qwen3 Next 80B A3B Instruct"
+release_date = "2025-01-01"
+last_updated = "2025-01-01"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-01"
+open_weights = false
+
+[cost]
+input = 0.14
+output = 1.4
+
+[limit]
+context = 262000
+output = 16384
+
+[modalities]
+input = ["text", "image", "video"]
+output = ["text"]
diff --git a/providers/helicone/models/qwen3-vl-235b-a22b-instruct.toml b/providers/helicone/models/qwen3-vl-235b-a22b-instruct.toml
new file mode 100644
index 00000000..7ac6ba73
--- /dev/null
+++ b/providers/helicone/models/qwen3-vl-235b-a22b-instruct.toml
@@ -0,0 +1,21 @@
+name = "Qwen3 VL 235B A22B Instruct"
+release_date = "2025-09-23"
+last_updated = "2025-09-23"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+knowledge = "2025-09"
+open_weights = false
+
+[cost]
+input = 0.3
+output = 1.5
+
+[limit]
+context = 256000
+output = 16384
+
+[modalities]
+input = ["text", "image", "video"]
+output = ["text"]
diff --git a/providers/helicone/provider.toml b/providers/helicone/provider.toml
new file mode 100644
index 00000000..818fbfbf
--- /dev/null
+++ b/providers/helicone/provider.toml
@@ -0,0 +1,5 @@
+name = "Helicone"
+env = ["HELICONE_API_KEY"]
+npm = "@ai-sdk/openai-compatible"
+api = "https://ai-gateway.helicone.ai/v1"
+doc = "https://helicone.ai/models"