Claude Fable 5.2 vs GPT-5.4 Pro

Change models
Claude Fable 5.2AnthropicSmartest
IndexAll categories, out of 100.
85.6 ±3.7 best
73.3 ±8.7
GapIndex points below the top.
Top
−12.3
CoverageIndex weight that has results.
90% best
60%
SpeedOutput tokens per second.
64/s best
21/s
EloLMArena rating and rank.
—
—
ReleasedMonth of release.
2026-11
2026-03
Input / 1MUS dollars per 1M input tokens.
$8.00 best
$30.00
Output / 1MUS dollars per 1M output tokens.
$40.00 best
$180.00
Batch output / 1MBatch price per 1M output tokens.
$20.00 best
$90.00
1K chats2K tokens in, 500 out, each.
$36.00 best
$150.00
1K documents20K tokens in, 1K out, each.
$200.00 best
$780.00
1K agent tasks200K tokens in, 20K out, each.
$2,400.00 best
$9,600.00
ContextMaximum tokens in one request.
1M
1.05M best
AgenticMulti-step tasks with tools.
82.2 best
70.5
CodingCode writing and repair.
86.2
—
ReasoningLogic problems and puzzles.
86.5 best
80.4
MultimodalTasks with images and text.
82.0
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KnowledgeFacts and expert knowledge.
87.1 best
67.2
MultilingualTasks in many languages.
—
—
InstructionTasks with strict prompt rules.
—
—
MathMath problems.
79.3 best
75.3

Benchmarks

12 shared
Only Claude Fable 5.2: 59Only GPT-5.4 Pro: 6
Claude Fable 5.2
GPT-5.4 Pro
93.9%14 / 217
94.6% best8 / 217
35.4% best1 / 214
30.0%10 / 214
92.5% best3 / 131
83.3%19 / 131
97.5% best5 / 126
94.5%21 / 126
98.8% best1 / 122
92.2%12 / 122
99.0% best2 / 116
98.3%8 / 116
94.0% best1 / 91
46.3%40 / 91
Chess PuzzlesReasoning
79.0% best1 / 90
59.0%10 / 90
95.1% best1 / 90
82.5%17 / 90
74.2% best1 / 77
58.7%8 / 77
100.0% best1 / 72
58.5%20 / 72
73.2% best1 / 53
42.7%25 / 53