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Model comparison

Claude 4 Sonnet vs Claude Haiku 4.5

Data verified

Head-to-head evidence from 3 shared benchmark results across 3 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

42.79/100
Margin
13.8pts
winning →
56.58/100
0 category wins1 category wins

Public leaderboard positions: Claude 4 Sonnet #158 (Supported); Claude Haiku 4.5 #77 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Claude 4 Sonnet and Claude Haiku 4.5 share 3 comparable benchmark results. 1 of 8 categories are comparable. 13 results are unique to Claude 4 Sonnet; 2 to Claude Haiku 4.5.

Updated July 22, 2026
Shared results
3
Claude 4 Sonnet only
13
Claude Haiku 4.5 only
2
Comparable categories
1 / 8

Pick Claude Haiku 4.5 if you want the stronger benchmark profile. Claude 4 Sonnet only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.

Confidence note. This is a partial-evidence comparison with 3 shared benchmark results across 3 evidence categories; 1 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

Claude Haiku 4.5 is clearly ahead on the BenchAlign aggregate, 56.58 to 42.79. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Claude Haiku 4.5's sharpest advantage is in coding, where it averages 73.3 against 72.7. The single biggest benchmark swing on the page is SWE-bench Verified, 72.7% to 73.3%.

Claude 4 Sonnet is also the more expensive model on tokens at $3.00 input / $15.00 output per 1M tokens, versus $1.00 input / $5.00 output per 1M tokens for Claude Haiku 4.5. That is roughly 3.0x on output cost alone.

Category breakdown

Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.

Category scores and score margins for Claude 4 Sonnet and Claude Haiku 4.5
CategoryClaude 4 SonnetΔClaude Haiku 4.5
CodingClaude 4 Sonnet72.7Margin 0.6Claude Haiku 4.573.3
MathClaude 4 SonnetNot measuredMarginNo overlapClaude Haiku 4.54.9

Decisive benchmark drivers

The largest measured benchmark gaps in this matchup, with exact reported values.

More
A · Claude 4 SonnetB · Claude Haiku 4.5
  1. SWE-bench Verified

    Coding
    Source ↗
    A 72.7%B 73.3%
    Winner: Claude Haiku 4.5Δ 0.6
    SWE-bench Verified: Claude 4 Sonnet scored 72.7%; Claude Haiku 4.5 scored 73.3%. Claude Haiku 4.5 wins this benchmark.

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

MetricClaude 4 SonnetClaude Haiku 4.5Comparison
Input / output priceUSD per 1M tokensClaude 4 Sonnet$3 input / $15 outputClaude Haiku 4.5$1 input / $5 outputClaude Haiku 4.5 has the lower combined listed price.
Generation speedtokens per secondClaude 4 Sonnet40 tok/sClaude Haiku 4.5Not availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenClaude 4 Sonnet1.33 sClaude Haiku 4.5Not availableA complete latency comparison is not available.
Context windowmaximum listed tokensClaude 4 Sonnet200KClaude Haiku 4.5200KListed context windows are equal.

Benchmark Deep Dive

Agentic
BenchmarkClaude 4 SonnetClaude Haiku 4.5Result
τ²-bench resultsSource 52.3%Not comparable
Gert LabsSource 39.66%Not comparable
JobBenchSource 18.4%16.0%Claude 4 Sonnet leads
CodingClaude Haiku 4.5 wins
BenchmarkClaude 4 SonnetClaude Haiku 4.5Result
SWE-bench VerifiedSource 72.7%73.3%Claude Haiku 4.5 leads
AA-SciCodeSource 37.3%Not comparable
Reasoning
BenchmarkClaude 4 SonnetClaude Haiku 4.5Result
AA-LCRSource 44.3%Not comparable
CritPtSource 1.1%Not comparable
Knowledge
BenchmarkClaude 4 SonnetClaude Haiku 4.5Result
Artificial Analysis Intelligence IndexSource 25.5%Not comparable
AA-GPQA DiamondSource 68.3%Not comparable
AA-HLESource 4.0%Not comparable
AA-Omniscience IndexSource -9.2%Not comparable
AA-Omniscience AccuracySource 22.4%Not comparable
AA-Omniscience Hallucination RateSource 40.8%Not comparable
Math
BenchmarkClaude 4 SonnetClaude Haiku 4.5Result
FrontierMath v2 (Tiers 1-3)Source 5.903%Not comparable
FrontierMath v2 (Tier 4)Source 2.083%Not comparable
Multimodal
BenchmarkClaude 4 SonnetClaude Haiku 4.5Result
AA-MMMU-ProSource 62.4%Not comparable
Design Arena WebsiteSource 11751152Claude 4 Sonnet leads
Inst. Following
BenchmarkClaude 4 SonnetClaude Haiku 4.5Result
AA-IFBenchSource 45.4%Not comparable
Frequently Asked Questions (2)

Which is better, Claude 4 Sonnet or Claude Haiku 4.5?

Claude Haiku 4.5 is ahead on BenchLM's BenchAlign leaderboard, 56.58 to 42.79. The biggest single separator in this matchup is SWE-bench Verified, where the scores are 72.7% and 73.3%.

Which is better for coding, Claude 4 Sonnet or Claude Haiku 4.5?

Claude Haiku 4.5 has the edge for coding in this comparison, averaging 73.3 versus 72.7. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.

Related Comparisons

Last updated: July 22, 2026

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