Head-to-head comparison across 0benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Claude 4 Sonnet
51
GPT-5.4 Pro
91
Benchmark data for Claude 4 Sonnet and GPT-5.4 Pro is coming soon on BenchLM.
Claude 4 Sonnet
GPT-5.4 Pro
$3 / $15
$30 / $180
40 t/s
74 t/s
1.33s
151.79s
200K
1.05M
Benchmark data for Claude 4 Sonnet and GPT-5.4 Pro 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.
GPT-5.4 Pro is priced at $30.00 input / $180.00 output per 1M tokens, versus $3.00 input / $15.00 output per 1M tokens for Claude 4 Sonnet. GPT-5.4 Pro has the larger context window at 1.05M, compared with 200K for Claude 4 Sonnet.
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.
Claude 4 Sonnet: $3.00 input / $15.00 output per 1M tokens GPT-5.4 Pro: $30.00 input / $180.00 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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