Head-to-head comparison across 0benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Claude Haiku 4.5 Thinking
0
Grok Code Fast 1
40
Benchmark data for Claude Haiku 4.5 Thinking and Grok Code Fast 1 is coming soon on BenchLM.
Claude Haiku 4.5 Thinking
Grok Code Fast 1
N/A
$0.2 / $1.5
N/A
172 t/s
N/A
2.81s
200K
256K
Benchmark data for Claude Haiku 4.5 Thinking and Grok Code Fast 1 is coming soon on BenchLM.
BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.
Grok Code Fast 1 has the larger context window at 256K, compared with 200K for Claude Haiku 4.5 Thinking.
Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.
BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.
Grok Code Fast 1: $0.20 input / $1.50 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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