Head-to-head comparison across 1benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Claude Fable 5
96
Grok Code Fast 1
39
Verified leaderboard positions: Claude Fable 5 #2 · Grok Code Fast 1 unranked
Pick Claude Fable 5 if you want the stronger benchmark profile. Grok Code Fast 1 only becomes the better choice if you want the cheaper token bill or you would rather avoid the extra latency and token burn of a reasoning model.
Coding
+14.8 difference
Claude Fable 5
Grok Code Fast 1
$10 / $50
$0.2 / $1.5
N/A
172 t/s
N/A
2.81s
1M+
256K
Pick Claude Fable 5 if you want the stronger benchmark profile. Grok Code Fast 1 only becomes the better choice if you want the cheaper token bill or you would rather avoid the extra latency and token burn of a reasoning model.
Claude Fable 5 is clearly ahead on the provisional aggregate, 96 to 39. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Claude Fable 5's sharpest advantage is in coding, where it averages 85.6 against 70.8. The single biggest benchmark swing on the page is SWE-bench Verified, 95% to 70.8%.
Claude Fable 5 is also the more expensive model on tokens at $10.00 input / $50.00 output per 1M tokens, versus $0.20 input / $1.50 output per 1M tokens for Grok Code Fast 1. That is roughly 33.3x on output cost alone. Claude Fable 5 is the reasoning model in the pair, while Grok Code Fast 1 is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. Claude Fable 5 gives you the larger context window at 1M+, compared with 256K for Grok Code Fast 1.
Claude Fable 5 is ahead on BenchLM's provisional leaderboard, 96 to 39. The biggest single separator in this matchup is SWE-bench Verified, where the scores are 95% and 70.8%.
Claude Fable 5 has the edge for coding in this comparison, averaging 85.6 versus 70.8. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.
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