Anthropicproprietary
Released: 2026-08-31Claude Fable 5.1
Claude Fable 5.1 improves on Claude Fable 5 across the board, with the biggest gains in agentic coding, long-running agentic workflows, and knowledge work: long code refactors, front-end and visual...
Intelligence Index
91.5/ 100
Calibrated multi-domain compositeThroughput Speed
55tok/sec
Output streaming throughputTime To First Token
420ms
Initial chunk server latencyLiveBench Contam-Free
80.5%
September 2026 suite scoreLiveBench Multi-Domain Evaluation Breakdown
Monthly refreshed contamination-free test setsLogical Reasoning84.2%
Coding & Repo Repair82.4%
Mathematics (AIME)81.4%
Data Analysis & Tables77.8%
Language & Comprehension79.6%
Instruction Following80.5%
Sourced Benchmark Evaluations (61)
Verified performance across authoritative benchmarks with provenance tracking.| Benchmark | Status | Score | Trust | Date | Source Type | Provenance |
|---|---|---|---|---|---|---|
| MultiPL-E | Deprecated | 79.9% | 10 | 2026-09-12 | independent | Source ↗ |
| SWE-Lancer | Deprecated | 59.1% | 20 | 2026-09-12 | independent | Source ↗ |
| Humanity's Last Exam | Active | 39.1% | 93 | 2026-09-12 | independent | Source ↗ |
| SWE-bench Pro | Active | 53.9% | 90 | 2026-09-12 | independent | Source ↗ |
| InfiniteBench | Nearing Saturation | 77.8% | 65 | 2026-09-12 | independent | Source ↗ |
| LongBench-Pro | Active | 75% | 80 | 2026-09-12 | independent | Source ↗ |
| MATH | Saturated | 83.4% | 25 | 2026-09-12 | independent | Source ↗ |
| MathArena | Active | 68.1% | 99 | 2026-09-12 | independent | Source ↗ |
| AgentIF | Nearing Saturation | 54.7% | 80 | 2026-09-12 | independent | Source ↗ |
| LiveCodeBench | Saturated | 71.3% | 39 | 2026-09-12 | independent | Source ↗ |
| StructFlowBench | Nearing Saturation | 68.4% | 75 | 2026-09-12 | independent | Source ↗ |
| OlympiadBench | Active | 69.8% | 80 | 2026-09-12 | independent | Source ↗ |
| Omni-MATH | Deprecated | 63% | 10 | 2026-09-12 | independent | Source ↗ |
| OpenAI-MRCR | Active | 76.9% | 80 | 2026-09-12 | independent | Source ↗ |
| PutnamBench | Active | 44.3% | 90 | 2026-09-12 | independent | Source ↗ |
| SimpleQA | Active | 47.6% | 90 | 2026-09-12 | independent | Source ↗ |
| Soohak | Active | 64.7% | 98 | 2026-09-12 | independent | Source ↗ |
| ARC-AGI-3 | Active | 57.7% | 93 | 2026-09-12 | independent | Source ↗ |
| Terminal-Bench | Active | 60.8% | 80 | 2026-09-12 | independent | Source ↗ |
| ARC-AGI-2 | Nearing Saturation | 69.3% | 75 | 2026-09-12 | independent | Source ↗ |
| AIME | Nearing Saturation | 80.8% | 75 | 2026-09-12 | independent | Source ↗ |
| FrontierMath | Active | 23.8% | 98 | 2026-09-12 | independent | Source ↗ |
| FrontierCode | Active | 50.4% | 98 | 2026-09-12 | independent | Source ↗ |
| CodeContests | Deprecated | 56.5% | 10 | 2026-09-12 | independent | Source ↗ |
| FireBench | Active | 67.6% | 95 | 2026-09-12 | independent | Source ↗ |
| ZeroSCROLLS | Nearing Saturation | 73.2% | 78 | 2026-09-12 | independent | Source ↗ |
| ComplexBench | Nearing Saturation | 66% | 80 | 2026-09-12 | independent | Source ↗ |
| SCROLLS | Nearing Saturation | 73.2% | 65 | 2026-09-11 | independent | Source ↗ |
| MMLU-Pro | Nearing Saturation | 84.2% | 75 | 2026-09-11 | independent | Source ↗ |
| Mercury | Deprecated | 76.5% | 10 | 2026-09-11 | independent | Source ↗ |
| TabMWP | Saturated | 78.3% | 25 | 2026-09-10 | independent | Source ↗ |
| RULER | Nearing Saturation | 84.2% | 84 | 2026-09-10 | independent | Source ↗ |
| CyberSecEval | Deprecated | 78.2% | 10 | 2026-09-10 | independent | Source ↗ |
| QuALITY | Nearing Saturation | 80.5% | 78 | 2026-09-09 | independent | Source ↗ |
| MMLU-Redux | Saturated | 89.7% | 25 | 2026-09-09 | independent | Source ↗ |
| SWE-bench Verified | Saturated | 67.8% | 25 | 2026-09-09 | independent | Source ↗ |
| MGSM | Nearing Saturation | 80.8% | 65 | 2026-09-08 | independent | Source ↗ |
| SWE-bench | Deprecated | 59.1% | 10 | 2026-09-08 | independent | Source ↗ |
| LongBench | Nearing Saturation | 78.7% | 65 | 2026-09-08 | independent | Source ↗ |
| QASPER | Nearing Saturation | 75.9% | 65 | 2026-09-07 | independent | Source ↗ |
| AGIEval | Saturated | 76.4% | 25 | 2026-09-07 | independent | Source ↗ |
| TruthfulQA | Saturated | 80.5% | 25 | 2026-09-07 | independent | Source ↗ |
| SuperGLUE | Saturated | 90.6% | 25 | 2026-09-06 | independent | Source ↗ |
| GSM-Hard | Deprecated | 81.7% | 10 | 2026-09-06 | independent | Source ↗ |
| BIG-Bench Hard | Saturated | 87% | 25 | 2026-09-05 | independent | Source ↗ |
| CodeXGLUE | Deprecated | 81.7% | 23 | 2026-09-05 | independent | Source ↗ |
| MT-Bench | Nearing Saturation | 8.3% | 75 | 2026-09-05 | independent | Source ↗ |
| WinoGrande | Saturated | 92.4% | 28 | 2026-09-04 | independent | Source ↗ |
| MBPP+ | Nearing Saturation | 88.6% | 65 | 2026-09-04 | independent | Source ↗ |
| IFEval | Deprecated | 78.9% | 25 | 2026-09-04 | independent | Source ↗ |
| GPQA | Nearing Saturation | 80.5% | 78 | 2026-09-04 | independent | Source ↗ |
| Needle-in-a-Haystack | Saturated | 98.3% | 44 | 2026-09-03 | independent | Source ↗ |
| HumanEval+ | Saturated | 93.9% | 25 | 2026-09-03 | independent | Source ↗ |
| CommonsenseQA | Saturated | 93.2% | 28 | 2026-09-03 | independent | Source ↗ |
| MBPP | Saturated | 92.1% | 25 | 2026-09-02 | independent | Source ↗ |
| GSM8K | Saturated | 91.9% | 25 | 2026-09-02 | independent | Source ↗ |
| GLUE | Saturated | 95.9% | 28 | 2026-09-02 | independent | Source ↗ |
| MMLU | Saturated | 93.3% | 25 | 2026-09-01 | independent | Source ↗ |
| HumanEval | Saturated | 99.1% | 25 | 2026-09-01 | independent | Source ↗ |
| ARC-AGI | Saturated | 83.5% | 25 | 2026-09-01 | independent | Source ↗ |
| LiveBench (Continuous) | Active | 80.5% | 94 | 2025-02-01 | independent | Source ↗ |
Anthropic Python SDKAPI Ready
import anthropic
client = anthropic.Anthropic()
message = client.messages.create(
model="anthropic-claude-fable-5-1",
max_tokens=2048,
temperature=0,
messages=[{"role": "user", "content": "Execute SWE-bench verified repository fix"}]
)
print(message.content[0].text)Evaluation & Sourcing Notes
Scores listed for Claude Fable 5.1 represent verified evaluations extracted from official research papers, independent evaluation suites (HELM, LMSYS, OpenCompass, LiveBench), and verified audit reports.
All benchmarks marked as saturated or deprecated reflect historical performance where the benchmark no longer provides active discriminative power.