Claude Fable 5.1 vs GPT-5.4 Pro

Change models
IndexAll categories, out of 100.
76.2 ±2.4 best
73.3 ±8.7
GapIndex points below the top.
Top
−2.9 · no clear gap
CoverageIndex weight that has results.
95% best
60%
SpeedOutput tokens per second.
69/s best
21/s
EloLMArena rating and rank.
1512
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ReleasedMonth of release.
2026-09
2026-03
Input / 1MUS dollars per 1M input tokens.
$10.00 best
$30.00
Output / 1MUS dollars per 1M output tokens.
$50.00 best
$180.00
Batch output / 1MBatch price per 1M output tokens.
$25.00 best
$90.00
1K chats2K tokens in, 500 out, each.
$45.00 best
$150.00
1K documents20K tokens in, 1K out, each.
$250.00 best
$780.00
1K agent tasks200K tokens in, 20K out, each.
$3,000.00 best
$9,600.00
ContextMaximum tokens in one request.
1M
1.05M best
AgenticMulti-step tasks with tools.
71.1 best
70.5
CodingCode writing and repair.
77.7
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ReasoningLogic problems and puzzles.
75.8
80.4 best
MultimodalTasks with images and text.
77.9
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KnowledgeFacts and expert knowledge.
77.2 best
67.2
MultilingualTasks in many languages.
—
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InstructionTasks with strict prompt rules.
74.3
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MathMath problems.
77.0 best
75.3

Benchmarks

11 shared
Only Claude Fable 5.1: 121Only GPT-5.4 Pro: 7
Claude Fable 5.1
GPT-5.4 Pro
29.7%12 / 214
30.0% best10 / 214
90.0% best9 / 131
83.3%19 / 131
97.5% best5 / 126
94.5%21 / 126
98.3% best2 / 122
92.2%12 / 122
99.0% best2 / 116
98.3%8 / 116
70.8% best8 / 91
46.3%40 / 91
Chess PuzzlesReasoning
48.0%19 / 90
59.0% best10 / 90
90.2% best7 / 90
82.5%17 / 90
65.0% best3 / 77
58.7%8 / 77
87.8% best9 / 72
58.5%20 / 72
60.9% best3 / 53
42.7%25 / 53