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Claude 4.5 Haiku (Reasoning) vs Claude 4.5 Haiku (Non-reasoning)

Anthropic vs Anthropic — side-by-side benchmark comparison

Claude 4.5 Haiku (Reasoning)Claude 4.5 Haiku (Non-reasoning)
Intelligence Index37.131.0
Coding Index32.629.6
Math Index83.739.0
Output speed (tok/s)142.2105.8
Blended price ($/1M)$2.19$2.19
Time to first token (s)10.48s0.65s
aime
aime 2583.7%39.0%
artificial analysis coding index32.6029.60
artificial analysis intelligence index37.1031.00
artificial analysis math index83.7039.00
gpqa67.2%64.6%
hle9.7%4.3%
ifbench54.3%42.0%
lcr70.3%43.7%
livecodebench61.5%51.1%
math 500
mmlu pro76.0%80.0%
scicode43.3%34.4%
tau254.7%32.5%
terminalbench hard27.3%27.3%

Benchmark data from Artificial Analysis.