The Model Index
Up to four models

GPT-6 Astra vs Claude Fable 5.1

On the index (GPT-4 = 100), GPT-6 Astra scores 199 and Claude Fable 5.1 192. Side by side on the same third-party tests, with price and context. The link in your address bar shares this exact comparison.

Next to GPT-6 Astra
Presets
GPT-6 Astra
199182–215
WeightsClosed
ReleasedSep 2026
Price in / out$10 / $50
Context1.05M
Core tests taken7 of 9
Claude Fable 5.1
192175–208
WeightsClosed
ReleasedSep 2026
Price in / out$10 / $50
Context1M
Core tests taken6 of 9

GPT-6 Astra leads Claude Fable 5.1 by 7 points, ahead on 4 of 6 shared core tests, at a similar price.

Test by testthird-party results

GPT-6 AstraClaude Fable 5.1
0%25%50%75%100%REASONING & KNOWLEDGEHumanity's Last ExamHumanity's Last ExamLiveBench Data AnalysisLiveBench Data AnalysisLiveBench IFLiveBench IFLiveBench LanguageLiveBench LanguageLiveBench ReasoningLiveBench ReasoningEBR-benchEBR-benchSimpleQA VerifiedSimpleQA VerifiedMATHSFrontierMath (tiers 1-3)FrontierMath (tiers 1-3)AIME-style maths (OTIS mock)AIME-style maths (OTIS mock)LiveBench MathematicsLiveBench MathematicsProofBench v1.1ProofBench v1.1Chess puzzlesChess puzzlesFrontierMath (tier 4)FrontierMath (tier 4)CODINGTerminal-Bench 4.0Terminal-Bench 4.0LiveBench Agentic CodingLiveBench Agentic CodingLiveBench CodingLiveBench CodingCode MigrationCode MigrationCyberBench v1.1CyberBench v1.1IOIIOIProgramBenchProgramBenchVibe Code Bench 1-100Vibe Code Bench 1-100Vibe Code Bench v1.1Vibe Code Bench v1.1FrontierSWEFrontierSWEGSO-BenchGSO-BenchWeirdMLWeirdMLAGENTSAPEX-AgentsAPEX-AgentsSRE BenchSRE BenchTerminal-Bench-ScienceTerminal-Bench-ScienceDTBenchDTBenchFurniture assemblyFurniture assemblyLMCALMCAMystery game puzzlesMystery game puzzlesPROFESSIONAL WORKFinance Agent (v2)Finance Agent (v2)EMBEMBLegal Research BenchLegal Research BenchMedCodeMedCodeMedScribeMedScribeSAGESAGETax Agent BenchTax Agent BenchNOVEL PROBLEMSARC-AGI-2ARC-AGI-2ARC-AGI-1ARC-AGI-1MysteryMechanismMysteryMechanism
Every result as a table
TestGPT-6 AstraClaude Fable 5.1
Reasoning & knowledge
Humanity's Last Exam54.8%46.5%
LiveBench Data Analysis83.0%80.3%
LiveBench IF75.6%73.0%
LiveBench Language89.4%89.5%
LiveBench Reasoning92.7%91.7%
EBR-bench76.2%57.1%
SimpleQA Verified75.6%70.8%
Maths
FrontierMath (tiers 1-3)93.7%90.2%
AIME-style maths (OTIS mock)100.0%100.0%
LiveBench Mathematics96.8%97.0%
ProofBench v1.199.0%100.0%
Chess puzzles74.0%48.0%
FrontierMath (tier 4)97.6%87.8%
Coding
Terminal-Bench 4.059.6%58.1%
LiveBench Agentic Coding57.3%66.1%
LiveBench Coding80.4%86.4%
Code Migration67.7%54.6%
CyberBench v1.141.1%70.4%
IOI100.0%90.8%
ProgramBench5.5%7.0%
Vibe Code Bench 1-10027.6%28.0%
Vibe Code Bench v1.189.6%90.3%
FrontierSWE65.5%56.3%
GSO-Bench79.4%88.2%
WeirdML93.3%92.9%
Agents
APEX-Agents64.7%68.6%
SRE Bench56.9%22.9%
Terminal-Bench-Science62.9%40.0%
DTBench97.3%97.6%
Furniture assembly80.0%70.0%
LMCA64.4%65.5%
Mystery game puzzles84.0%58.0%
Professional work
Finance Agent (v2)53.5%58.9%
EMB71.7%76.7%
Legal Research Bench39.4%55.3%
MedCode48.5%53.5%
MedScribe87.9%91.3%
SAGE46.4%48.5%
Tax Agent Bench20.7%49.2%
Novel problems
ARC-AGI-295.0%90.0%
ARC-AGI-198.5%97.5%
MysteryMechanism53.1%47.8%

Tests at least two of these models have taken. Bold rows are the core tests.

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