Claude Fable 5.1 vs GPT-5.2
Model Markets Rankings
Intelligence, Cost, and Efficiency
| Ranking | Claude Fable 5.1 | GPT-5.2 |
|---|---|---|
| IntelligenceHigher is better · MM Intelligence v1.2 | UnrankedNot in the 22-model eligible cohort | #18 of 2249.3 score |
| CostLower is better · Published-token output estimate | UnrankedNot in the 36-model eligible cohort | #23 of 36$0.161 per LiveBench case |
| EfficiencyHigher is better · MM Efficiency v1.0 | UnrankedNot in the 22-model eligible cohort | #19 of 2242.6 score |
Ranks come from the current complete eligible cohorts. Green highlights appear only when both models are ranked in the same metric. Missing required inputs remain unranked, and the three dimensions are not collapsed into an overall winner.
Benchmark Performance
Available Benchmarks
| Benchmark | Claude Fable 5.1 | GPT-5.2 |
|---|---|---|
| ARC-AGI-1verified-v1-2aa739d957fc · verified_score · leader | 97.50100% of row best · percent · Claude Fable 5.1 (Max) | 86.1788% of row best · percent · GPT-5.2 (XHigh) |
| ARC-AGI-2verified-v2-b5cb5ec6e8c7 · verified_score · leader | 90.00100% of row best · percent · Claude Fable 5.1 (XHigh) | 52.9159% of row best · percent · GPT-5.2 (XHigh) |
| Overall ResultCounted from the protocol-matched rows above | 2 benchmark winsOverall lead | 0 benchmark wins |
Third-party benchmark Only like-for-like primary-publisher results are shown; raw scores, relative scores, configuration, and token spend remain visible.
Technical Differences
Side-by-Side Facts
| Field | Claude Fable 5.1 | GPT-5.2 |
|---|---|---|
| Developer | Anthropic | OpenAI |
| Family | Claude 5 1 | Gpt 5 2 |
| Model | Claude Fable 5.1 | GPT-5.2 |
| Version | Claude Fable 5.1 | GPT-5.2 |
| Lifecycle | active | active |
| Released | 2026-09-01 | 2025-12-11 |
| Knowledge cutoff | 2026-06-01 | 2025-08-31 |
| Input modalities | Text, Image | Text, Image |
| Output modalities | Text | Text |
| Context window | 1,000K | 400K |
| Total parameters | Unknown | Unknown |
| Active parameters | Unknown | Unknown |
| License | Unknown | Unknown |
| Open weights | No | No |
| API available | Yes | Yes |
| Self-hostable | No | No |
| Provider access | Anthropic (Standard) | Openai (Standard), Openrouter (Standard) |
| Capabilities | chat, generation, reasoning, tools | chat, generation, reasoning, structured_outputs, tools |
15 comparable fields · 9 material differences · Pair passes the primary-source comparison gate
Claude Fable 5.1 Capabilities
GPT-5.2 Capabilities
Internal Comparison Graph
Related Comparisons
| A | Pair | B | Context |
|---|---|---|---|
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Claude Fable 5.1Anthropic | vs | GPT-6 AstraOpenAI | cross-developer peersimage, text |
Claude Fable 5.1Anthropic | vs |  Gemini 3.1 ProGoogle DeepMind | cross-developer peerstext |
Claude Fable 5.1Anthropic | vs |  DeepSeek-V4-ProDeepSeek | cross-developer peerstext |
Claude Fable 5.1Anthropic | vs | Grok 4.6xAI | cross-developer peersimage, text |
Claude Fable 5.1Anthropic | vs |  Qwen3.8-MaxQwen | cross-developer peersimage, text |
Claude Fable 5.1Anthropic | vs |  Kimi-K3Moonshot AI | cross-developer peersimage, text |
 MiniMax-M3MiniMax | vs | Claude Fable 5.1Anthropic | cross-developer peersimage, text |
Claude Fable 5.1Anthropic | vs |  GLM-5.3Z.ai | cross-developer peerstext |
Claude Fable 5.1Anthropic | vs |  Hy4 previewTencent | cross-developer peerstext |
Claude Fable 5.1Anthropic | vs | Seed 2.1 ProByteDance Seed | cross-developer peersimage, text |
Claude Fable 5.1Anthropic | vs |  Mistral Large 3Mistral AI | cross-developer peersimage, text |
Primary Evidence
Sources and Freshness
Questions
Claude Fable 5.1 vs GPT-5.2 FAQs
Is Claude Fable 5.1 or GPT-5.2 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Claude Fable 5.1 and GPT-5.2, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Claude Fable 5.1 or GPT-5.2?+
Claude Fable 5.1 is $10.00 and GPT-5.2 is $1.75 per million tokens, so GPT-5.2 is cheaper on this metric. Claude Fable 5.1 is $50.00 and GPT-5.2 is $14.00 per million tokens, so GPT-5.2 is cheaper on this metric.
Which has a larger context window, Claude Fable 5.1 or GPT-5.2?+
Claude Fable 5.1 has the larger sourced context window. Claude Fable 5.1 supports 1,000K and GPT-5.2 supports 400K.
Which performs better in benchmarks, Claude Fable 5.1 or GPT-5.2?+
There is no overall benchmark winner: An overall winner requires at least two decisive benchmarks from at least two original publishers.
Can Claude Fable 5.1 or GPT-5.2 be self-hosted?+
Both models have the same recorded self-hosting status: unsupported. Claude Fable 5.1 is not marked open weight; GPT-5.2 is not marked open weight.
Can Claude Fable 5.1 and GPT-5.2 understand images?+
Claude Fable 5.1 is documented with image input; GPT-5.2 is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Claude Fable 5.1 or GPT-5.2?+
Neither has a larger sourced maximum output. Claude Fable 5.1 is 128K and GPT-5.2 is 128K.
Do Claude Fable 5.1 and GPT-5.2 support reasoning and tool use?+
Claude Fable 5.1: reasoning, tool calling, and image input. GPT-5.2: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, Claude Fable 5.1 or GPT-5.2?+
Claude Fable 5.1 has 1 sourced provider route; GPT-5.2 has 2, so GPT-5.2 has broader tracked availability.
Which offers better value, Claude Fable 5.1 or GPT-5.2?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.