Claude Fable 5.1 vs GPT-6 Astra

Change models
IndexAll categories, out of 100.
76.2 ±2.4
78.0 ±1.9 best
GapIndex points below the top.
−1.8 · no clear gap
Top
CoverageIndex weight that has results.
95%
100% best
SpeedOutput tokens per second.
69/s best
34/s
EloLMArena rating and rank.
1512 best
1440
ReleasedMonth of release.
2026-09
2026-09
Input / 1MUS dollars per 1M input tokens.
$10.00
$10.00
Output / 1MUS dollars per 1M output tokens.
$50.00
$50.00
Batch output / 1MBatch price per 1M output tokens.
$25.00
$25.00
1K chats2K tokens in, 500 out, each.
$45.00
$45.00
1K documents20K tokens in, 1K out, each.
$250.00
$250.00
1K agent tasks200K tokens in, 20K out, each.
$3,000.00
$3,000.00
ContextMaximum tokens in one request.
1M
1.05M best
AgenticMulti-step tasks with tools.
71.1
74.6 best
CodingCode writing and repair.
77.7 best
76.9
ReasoningLogic problems and puzzles.
75.8
83.8 best
MultimodalTasks with images and text.
77.9 best
71.2
KnowledgeFacts and expert knowledge.
77.2
78.5 best
MultilingualTasks in many languages.
—
73.6
InstructionTasks with strict prompt rules.
74.3
79.5 best
MathMath problems.
77.0
78.0 best

Benchmarks

96 shared
Only Claude Fable 5.1: 36Only GPT-6 Astra: 42
Claude Fable 5.1
GPT-6 Astra
59.1% best3 / 222
54.7%8 / 222
85.3% best5 / 217
80.7%37 / 217
29.7%12 / 214
31.7% best4 / 214
100.0%1 / 200
100.0%1 / 200
93.7%7 / 199
96.1% best1 / 199
68.4% best2 / 164
61.6%6 / 164
62.7% best6 / 133
53.7%25 / 133
90.0%9 / 131
95.0% best1 / 131
97.5%5 / 126
97.5%5 / 126
90.3% best6 / 123
89.6%8 / 123
98.3% best2 / 122
97.5%5 / 122
99.0% best2 / 116
97.8%14 / 116
63.1% best3 / 114
56.5%24 / 114
MedScribeHealthcare
91.3% best2 / 109
87.9%16 / 109
MedCodeHealthcare
53.5% best8 / 106
48.5%29 / 106
70.8%8 / 91
75.6% best4 / 91
Chess PuzzlesReasoning
48.0%19 / 90
74.0% best3 / 90
90.2%7 / 90
93.7% best2 / 90
55.3% best2 / 90
39.4%37 / 90
50.7% best2 / 82
20.7%52 / 82