Now on VeniceLLMReasoningAnonymous

Claude Fable 5.2

Anthropic's frontier model for the hardest coding, reasoning, and long-horizon agentic work — 1M context, always-on adaptive thinking, and vision.

For agents
curl https://api.venice.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $VENICE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "claude-fable-5-2",
    "messages": [{ "role": "user", "content": "Explain quantum tunneling simply." }]
  }'
Model IDclaude-fable-5-2
Maker
Anthropic
Context
1,000K tokens
Reasoning
Supported
Privacy
Anonymous

Overview

What is Claude Fable 5.2

Claude Fable 5.2 is Anthropic's flagship frontier model, released November 9, 2026, for demanding technical work: coding, finance, and the sciences. It pairs a 1M-token context window with always-on adaptive thinking, vision, tool use, and web search, and generates output up to 30% faster than Fable 5.1 at a 20% lower price.

Using it anonymously on Venice

On Venice, Claude Fable 5.2 runs under the anonymized privacy tier: your prompts are not stored, profiled, or fed into a training pipeline — no personal history attached to your hardest technical work. That sovereignty matters when you're pasting proprietary code or unreleased research into a frontier model. You pay per token instead of a subscription, and the same model is reachable through Venice's OpenAI-compatible API.

AnonymousNo prompt training

Agent quickstart

Three calls, copied straight out

The API is OpenAI-compatible: change the base URL and the model id and existing client code works unchanged.

Streaming chat

curl https://api.venice.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $VENICE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "claude-fable-5-2",
    "stream": true,
    "messages": [{ "role": "user", "content": "Draft the release note." }]
  }'

Tool calling

curl https://api.venice.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $VENICE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "claude-fable-5-2",
    "messages": [{ "role": "user", "content": "Find the rate limits." }],
    "tools": [{
      "type": "function",
      "function": {
        "name": "search_docs",
        "description": "Search the API documentation.",
        "parameters": {
          "type": "object",
          "properties": { "query": { "type": "string" } },
          "required": ["query"]
        }
      }
    }],
    "tool_choice": "auto"
  }'

Python SDK

import os
from openai import OpenAI

client = OpenAI(
    api_key=os.environ["VENICE_API_KEY"],
    base_url="https://api.venice.ai/api/v1",
)

resp = client.chat.completions.create(
    model="claude-fable-5-2",
    messages=[{"role": "user", "content": "Build without permission."}],
)
print(resp.choices[0].message.content)

Specifications

Datasheet

Maker
Anthropic
Modality
Text, vision (image input), code
Open weights
No — proprietary
License
Proprietary
Modes
Standard and optional fast mode (up to 2.5× faster token generation)
Context window
1,000K tokens
Released
November 9, 2026
Architecture
Frontier transformer with always-on adaptive thinking (reasoning always active)
Max output
128K tokens
Capabilities
Vision, Function calling, Reasoning, Web search, Code-optimized
Privacy on Venice
Anonymized — prompts not stored
Available on Venice since
Nov 2026

Assessment

Strengths and limitations

Strengths
  • Anthropic's most capable model for software engineering — built for otherwise-infeasible migrations, long-running agentic projects, and orchestrating agent teams.
  • Always-on adaptive thinking: reasoning depth scales with problem difficulty rather than requiring a separate mode.
  • Full agent stack on Venice: tool use / function calling, web search, structured JSON output, and code-optimized behavior in one model.
  • Vision with multiple image inputs: feed several screenshots, diagrams, or documents into a single 1M-token context.
  • Communicates more clearly than Fable 5.1 and generates outputs up to 30% faster, at $8/$40 per million tokens versus 5.1's $10/$50.
  • Cached input is just $0.20 per million tokens, making long, stable system prompts cheap to reuse.
Limitations
  • Closed and proprietary: no open weights, so no self-hosting, fine-tuning, or local deployment.
  • Not uncensored: Anthropic applies cybersecurity and biology safeguards, and prior-generation Fable models have over-refused benign tasks in third-party testing.
  • It is the most expensive tier on Venice for its class — lighter coding or chat workloads are often better served by Qwen 3.8 Max or Gemini 3.8 Flash at a fraction of the price.
  • No TEE isolation or end-to-end encryption on this tier — privacy rests on Venice's zero-retention anonymized handling, not hardware enclaves.

Use cases

What it is good for

  1. 01Large-scale software migrations and refactors that exceed smaller models' reasoning stamina.
  2. 02Long-horizon agentic workflows — orchestrating tool calls, agent teams, and multi-hour projects.
  3. 03Scientific and mathematical work: formal proofs, physics problems, quantitative finance.
  4. 04Whole-codebase analysis inside a single 1M-token context, with screenshots and specs attached.
  5. 05Structured data extraction and JSON-schema-constrained generation for production pipelines.

Prompting

Getting better results

Put stable, long instructions (coding standards, schemas, domain rules) at the front of the prompt and reuse them — cached input bills at $0.20 per 1M tokens instead of $8.

For multi-step engineering tasks, state the acceptance criteria explicitly; adaptive thinking allocates more reasoning to well-specified hard problems.

Attach multiple images (UI screenshots, architecture diagrams, error photos) in one request — multi-image input is supported, so don't split across turns unnecessarily.

When you need machine-readable output, pass a JSON schema and request structured output instead of parsing free-form prose.

Use web search for anything post-cutoff rather than asking the model to recall it — it grounds answers in live sources.

Cap long code generations deliberately: max output is 128K tokens, so ask for complete files or modules in one pass instead of fragmenting the task.

Alternatives

How it compares

ModelBest forContextOpen weightsPrice (Venice)
Claude Fable 5.2Hardest coding, reasoning & agentic work1M tokensNo$8 in · $40 out / 1M
Qwen 3.8 MaxStrong general reasoning at mid price1M tokensNo$2.50 in · $7.50 out / 1M
Gemini 3.8 FlashHigh-volume tasks on a budget1M tokensNo$0.94 in · $4.69 out / 1M
Muse WonderPremium long-context work1M tokensNo$5 in · $25 out / 1M
Venice Uncensored 1.2Unfiltered output & open weights128K tokensYes$0.20 in · $0.90 out / 1M

Claude Fable 5.2 is the right pick for the hardest technical briefs — infeasible migrations, formal proofs, long-horizon agents — where its reasoning depth and 1M context justify the premium. For everyday coding and analysis, Qwen 3.8 Max delivers most of the capability at a third of the price.

Pricing

What it costs on Venice

Billed per token on Venice: $8 per 1M input tokens and $40 per 1M output tokens.

Input / 1M tokens
$8
Per 1M tokens
Output / 1M tokens
$40
Per 1M tokens
Cached input / 1M
$0.20
Per 1M tokens

New Venice accounts include a free daily allowance and 500 welcome credits — no credit card required.

Getting a key

From nothing to a first call

  1. 01

    Create a key in API settings. Nothing else is required to start.

  2. 02

    Export it as VENICE_API_KEY so the snippets above run unedited.

  3. 03

    Point an existing OpenAI client at https://api.venice.ai/api/v1. The scheme is part of the value: an OpenAI client given a bare host does not resolve it.

  4. 04

    Pass claude-fable-5-2 as the model and send the request.

FAQ

Frequently asked questions

Claude Fable 5.2 is Anthropic's flagship frontier model, released November 9, 2026, for the hardest knowledge work and coding problems. It offers a 1M-token context window, 128K max output, always-on adaptive thinking, vision, tool use, and web search, and generates output up to 30% faster than Fable 5.1.

On Venice, Claude Fable 5.2 is billed per token: $8 per 1M input tokens, $40 per 1M output tokens, and just $0.20 per 1M for cached input. Anthropic also offers an optional fast mode (up to 2.5× faster generation) at $16/$80 per million tokens on its own platform.

Neither. Claude Fable 5.2 is a closed, proprietary Anthropic model — the weights are not published, so it cannot be self-hosted or fine-tuned. On Venice you pay per token with no subscription required, and new accounts include free welcome credits to try it. If you need open weights, Google Gemma 4 31B or Venice Uncensored 1.2 are the open alternatives.

Yes. Claude Fable 5.2 supports tool use / function calling, web search, structured JSON-schema output, vision with multiple image inputs, and code-optimized responses — the full agentic stack. That combination is what makes it suited to long-horizon, multi-step engineering work rather than single-shot chat.

Venice runs it under the anonymized privacy tier: prompts are not stored, tied to your identity, or used for training — zero retention by design. Note that this tier does not use TEE hardware isolation or end-to-end encryption; the guarantee is Venice's no-logging handling of every request.

Both run a 1M-token context on Venice. Claude Fable 5.2 is the stronger reasoner and coder and the better choice for high-stakes agentic work; Qwen 3.8 Max costs roughly a third as much ($2.50/$7.50 vs $8/$40 per million tokens) and is the pragmatic default when Fable's ceiling isn't required.

1,000,000 tokens, with up to 128K tokens of output per response. That's enough to hold large codebases, long document sets, or hours of transcripts in a single request — and cached input at $0.20 per 1M tokens makes reusing a large fixed context inexpensive.

No. Anthropic ships Fable 5.2 with cybersecurity and biology safeguards, and independent testing of earlier Fable models found occasional over-refusal of benign tasks. If uncensored output matters to your workflow, Venice Uncensored 1.2 is the explicitly unfiltered option on Venice.

November 9, 2026. Anthropic launched Fable 5.2 and its verification-gated sibling Mythos 5.2 the same day, positioned as its most capable generation for coding, finance, and the sciences — and it has been live on Venice since November 2026.

Use Claude Fable 5.2 anonymously

One key, free to start, no credit card.

Start chat