Compare/Claude 4.5 Haiku (Reasoning) vs DeepSeek R1 0528 (May '25)

Claude 4.5 Haiku (Reasoning)vsDeepSeek R1 0528 (May '25)

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

Anthropic

Claude 4.5 Haiku (Reasoning)

Input
$1/M
Output
$5/M
Speed
139 tok/s
TTFT
9.86s
DeepSeek

DeepSeek R1 0528 (May '25)

Input
$1.35/M
Output
$5.4/M
Speed
TTFT

Winner by Category

Cheaper
Claude 4.5 Haiku (Reasoning)
Faster (tok/s)
Claude 4.5 Haiku (Reasoning)
Lower Latency
DeepSeek R1 0528 (May '25)
Benchmarks (7-5)
Claude 4.5 Haiku (Reasoning)

Pricing Comparison

MetricClaude 4.5 Haiku (Reasoning)DeepSeek R1 0528 (May '25)
Input ($/M tokens)$1$1.35
Output ($/M tokens)$5$5.4
Cost for 1M input + 100K output tokens:
Claude 4.5 Haiku (Reasoning)$1.50
DeepSeek R1 0528 (May '25)$1.89

Speed Comparison

Output Speed (tokens/s) — higher is better
Claude 4.5 Haiku (Reasoning)
139 tok/s
DeepSeek R1 0528 (May '25)
Time to First Token (seconds) — lower is better
Claude 4.5 Haiku (Reasoning)
9.86s
DeepSeek R1 0528 (May '25)

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
37.127.1
Coding Index
32.624.0
Math Index
83.776.0
GPQA Diamond
67.2%81.3%
MMLU-Pro
76.0%84.9%
LiveCodeBench
61.5%77.0%
AIME 2025
83.7%76.0%
MATH-500
98.3%
Humanity's Last Exam
9.7%14.9%
SciCode
43.3%40.3%
IFBench
54.3%39.6%
TerminalBench
27.3%15.9%
Claude 4.5 Haiku (Reasoning)7 wins
5 winsDeepSeek R1 0528 (May '25)

Frequently Asked Questions

Which is cheaper, Claude 4.5 Haiku (Reasoning) or DeepSeek R1 0528 (May '25)?

Claude 4.5 Haiku (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $2.00/M tokens vs $2.36/M for DeepSeek R1 0528 (May '25).

Which model performs better on benchmarks?

Claude 4.5 Haiku (Reasoning) wins 7 out of 12 benchmarks compared to 5 for DeepSeek R1 0528 (May '25). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Claude 4.5 Haiku (Reasoning) generates tokens faster at 139 tok/s vs 0 tok/s. However, DeepSeek R1 0528 (May '25) has lower time-to-first-token (0.00s vs 9.86s).

When should I use Claude 4.5 Haiku (Reasoning) vs DeepSeek R1 0528 (May '25)?

Choose based on your priorities: Claude 4.5 Haiku (Reasoning) for lower cost, Claude 4.5 Haiku (Reasoning) for stronger benchmark performance, and Claude 4.5 Haiku (Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.