Compare/o4-mini (high) vs Claude 3.5 Haiku

o4-mini (high)vsClaude 3.5 Haiku

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

OpenAI

o4-mini (high)

Input
$1.1/M
Output
$4.4/M
Speed
131 tok/s
TTFT
18.05s
Anthropic

Claude 3.5 Haiku

Input
$0.8/M
Output
$4/M
Speed
TTFT

Winner by Category

Cheaper
Claude 3.5 Haiku
Faster (tok/s)
o4-mini (high)
Lower Latency
Claude 3.5 Haiku
Benchmarks (12-0)
o4-mini (high)

Pricing Comparison

Metrico4-mini (high)Claude 3.5 Haiku
Input ($/M tokens)$1.1$0.8
Output ($/M tokens)$4.4$4
Cost for 1M input + 100K output tokens:
o4-mini (high)$1.54
Claude 3.5 Haiku$1.20

Speed Comparison

Output Speed (tokens/s) — higher is better
o4-mini (high)
131 tok/s
Claude 3.5 Haiku
Time to First Token (seconds) — lower is better
o4-mini (high)
18.05s
Claude 3.5 Haiku

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
33.118.7
Coding Index
25.610.7
Math Index
90.7
GPQA Diamond
78.4%40.8%
MMLU-Pro
83.2%63.4%
LiveCodeBench
85.9%31.4%
AIME 2025
90.7%
MATH-500
98.9%72.1%
Humanity's Last Exam
17.5%3.5%
SciCode
46.5%27.4%
IFBench
68.7%42.8%
TerminalBench
15.2%2.3%
o4-mini (high)12 wins
0 winsClaude 3.5 Haiku

Frequently Asked Questions

Which is cheaper, o4-mini (high) or Claude 3.5 Haiku?

Claude 3.5 Haiku is cheaper overall. Its blended price (3:1 input/output ratio) is $1.60/M tokens vs $1.93/M for o4-mini (high).

Which model performs better on benchmarks?

o4-mini (high) wins 12 out of 12 benchmarks compared to 0 for Claude 3.5 Haiku. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

o4-mini (high) generates tokens faster at 131 tok/s vs 0 tok/s. However, Claude 3.5 Haiku has lower time-to-first-token (0.00s vs 18.05s).

When should I use o4-mini (high) vs Claude 3.5 Haiku?

Choose based on your priorities: Claude 3.5 Haiku for lower cost, o4-mini (high) for stronger benchmark performance, and o4-mini (high) for faster generation. For latency-sensitive apps, check the TTFT comparison above.