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© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

Every score has a dated snapshot.

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  3. Claude 3.5 Haiku vs GPT-4o

Pairwise benchmark snapshot · Aug 17, 2026

Claude 3.5 Haiku vs GPT-4o benchmark

In this head-to-head showdown, GPT-4o delivers higher overall intelligence and human-preferred responses (Elo 1,335 vs 1,224), while GPT-4o leads in SWE-bench software engineering benchmarks (54.8%), while Claude 3.5 Haiku is more budget-friendly at $4/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Choose GPT-4o if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Claude 3.5 Haiku if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
Share Analysis:
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Anthropic
Claude 3.5 Haiku

Previous cheap Claude. Haiku 4.5 is the current $1/$5 SKU.

Elo 1,224$4/1M out
OpenAI
GPT-4o

Previous OpenAI flagship. Still a common compare baseline on legacy pages.

Elo 1,335$10/1M out
Top Rival Showdowns for Claude 3.5 Haiku
All Matchups
Compare vs:vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference Leader

GPT-4o

Δ 111 Arena Elo pts

Throughput Leader

Claude 3.5 Haiku

140 tok/s

Value per Dollar Leader

Claude 3.5 Haiku

$4 / 1M output

Capability Percentiles

Relative percentile scores computed across all active models in the benchmark catalog.

Capability Matchup Radar

Multi-Dimensional Capability Radar

Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.

Tap any node to inspect
Percentile 0–100
Dimensional AdvantageEven 3–3
Head-to-Head Comparison

Overall Matchup Breakdown

Category wins across reasoning intelligence, generation speed, and token cost.

Claude 3.5 Haiku (5)vsGPT-4o (4)
Claude 3.5 Haiku: 5W (56%)Overall: Claude 3.5 HaikuGPT-4o: 4W (44%)
← Claude 3.5 HaikuGPT-4o →
GPT-4o (4/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Preference Elo
1,224vs1,335
Coding Elo
—vs—
SWE-bench
36.2%vs54.8%
LiveBench
44.8%vs54.2%
GPQA Diamond
54.1%vs73.2%
Claude 3.5 Haiku: 0WGPT-4o: 4W
Claude 3.5 Haiku (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
140 tok/svs110 tok/s
Time to first token
110 msvs180 ms
Claude 3.5 Haiku: 2WGPT-4o: 0W
Claude 3.5 Haiku (3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$4/1Mvs$10/1M
Input price
$0.8/1Mvs$2.5/1M
Context window
200kvs128k
Claude 3.5 Haiku: 3WGPT-4o: 0W

Side-by-Side Benchmark Matrix

Preference EloGPT-4o (+111)
Claude 3.5 Haiku1,224
lmarena · Aug 17, 2026
GPT-4o1,335
lmarena · Aug 17, 2026
LiveBenchGPT-4o (+9.4%)
Claude 3.5 Haiku44.8%
livebench · Aug 17, 2026
GPT-4o54.2%
livebench · Aug 17, 2026
SWE-benchGPT-4o (+18.6%)
Claude 3.5 Haiku36.2%
swebench · Aug 17, 2026
GPT-4o54.8%
swebench · Aug 17, 2026
GPQA DiamondGPT-4o (+19.1%)
Claude 3.5 Haiku54.1%
seed-bootstrap · Aug 1, 2026
GPT-4o73.2%
seed-bootstrap · Aug 1, 2026
Time to first tokenClaude 3.5 Haiku (+70 ms)
Claude 3.5 Haiku110 ms
seed-bootstrap · Aug 1, 2026
GPT-4o180 ms
seed-bootstrap · Aug 1, 2026
Output speedClaude 3.5 Haiku (+30 tok/s)
Claude 3.5 Haiku140 tok/s
seed-bootstrap · Aug 1, 2026
GPT-4o110 tok/s
seed-bootstrap · Aug 1, 2026
Input priceClaude 3.5 Haiku (+$1.7/1M)
Claude 3.5 Haiku$0.8/1M
seed-bootstrap · Aug 1, 2026
GPT-4o$2.5/1M
openrouter · Aug 17, 2026
Output priceClaude 3.5 Haiku (+$6/1M)
Claude 3.5 Haiku$4/1M
seed-bootstrap · Aug 1, 2026
GPT-4o$10/1M
openrouter · Aug 17, 2026
Context windowClaude 3.5 Haiku (+72k)
Claude 3.5 Haiku200k
seed-bootstrap · Aug 1, 2026
GPT-4o128k
openrouter · Aug 17, 2026
BenchmarkClaude 3.5 HaikuGPT-4oAdvantage Delta
Preference Elo
1,224
lmarena · Aug 17, 2026
1,335
lmarena · Aug 17, 2026
GPT-4o (+111)
LiveBench
44.8%
livebench · Aug 17, 2026
54.2%
livebench · Aug 17, 2026
GPT-4o (+9.4%)
SWE-bench
36.2%
swebench · Aug 17, 2026
54.8%
swebench · Aug 17, 2026
GPT-4o (+18.6%)
GPQA Diamond
54.1%
seed-bootstrap · Aug 1, 2026
73.2%
seed-bootstrap · Aug 1, 2026
GPT-4o (+19.1%)
Time to first token
110 ms
seed-bootstrap · Aug 1, 2026
180 ms
seed-bootstrap · Aug 1, 2026
Claude 3.5 Haiku (+70 ms)
Output speed
140 tok/s
seed-bootstrap · Aug 1, 2026
110 tok/s
seed-bootstrap · Aug 1, 2026
Claude 3.5 Haiku (+30 tok/s)
Input price
$0.8/1M
seed-bootstrap · Aug 1, 2026
$2.5/1M
openrouter · Aug 17, 2026
Claude 3.5 Haiku (+$1.7/1M)
Output price
$4/1M
seed-bootstrap · Aug 1, 2026
$10/1M
openrouter · Aug 17, 2026
Claude 3.5 Haiku (+$6/1M)
Context window
200k
seed-bootstrap · Aug 1, 2026
128k
openrouter · Aug 17, 2026
Claude 3.5 Haiku (+72k)
Interactive Simulator (USD)

Workload Cost & Savings Calculator

Simulate monthly production API costs in USD (US Dollar).

Save up to 63% with Claude 3.5 Haiku
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Claude 3.5 Haiku$88.00 / mo
In: $28Out: $60
GPT-4o$237.50 / mo
In: $87.5Out: $150
Estimated Cost Delta

Claude 3.5 Haiku is estimated to save $149.50/month ($1,794/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    GPT-4o:Pick GPT-4o when repo-level coding accuracy is the constraint.
  • 2
    Claude 3.5 Haiku:Pick Claude 3.5 Haiku when you are optimizing output cost.
  • 3
    Claude 3.5 Haiku:Pick Claude 3.5 Haiku when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsGPT-4o

Higher SWE-bench (54.8%).

High-volume chatClaude 3.5 Haiku

Lower output list price ($4/1M).

Voice / low-latency UIClaude 3.5 Haiku

Lower TTFT (110 ms).

Long-document RAGClaude 3.5 Haiku

Larger window (200k).

Screenshots / visionGPT-4o

Both accept images. Defaulting to the higher-Elo side (GPT-4o).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsGPT-4oHigher SWE-bench (54.8%).
High-volume chatClaude 3.5 HaikuLower output list price ($4/1M).
Voice / low-latency UIClaude 3.5 HaikuLower TTFT (110 ms).
Long-document RAGClaude 3.5 HaikuLarger window (200k).
Screenshots / visionGPT-4oBoth accept images. Defaulting to the higher-Elo side (GPT-4o).

Related Editorial Dispatches & Benchmark Notes

View all news
newsMay 13, 2024

GPT-4o stays as the 2024 compare anchor people still search

Deprecated for buying. Kept because “4o vs sonnet” is still a typed query.

Community Sentiment

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
Anthropic

Claude 3.5 Haiku

Elo 1,224
LiveBench44.8%
SWE-bench36.2%
Speed140 tok/s
Output cost$4/1M
OpenAI

GPT-4o

Elo 1,335
LiveBench54.2%
SWE-bench54.8%
Speed110 tok/s
Output cost$10/1M

Frequently Asked Questions

Which is better overall, Claude 3.5 Haiku or GPT-4o?
GPT-4o has the higher preference Elo in our latest snapshot (1,335). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Claude 3.5 Haiku or GPT-4o?
GPT-4o leads SWE-bench at 54.8% vs 36.2%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Claude 3.5 Haiku output tokens are $4/1M versus $10/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude 3.5 Haiku or GPT-4o?
Claude 3.5 Haiku has the lower time-to-first-token (110 ms vs 180 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Claude 3.5 Haiku accepts 200k tokens versus 128k.
Can I self-host either model?
Neither model is marked open-weights here. You are comparing hosted APIs.
Are these scores from CompareLLM’s own evals?
No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.
What does preference Elo mean on this page?
Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. Claude 3.5 Haiku and GPT-4o Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • news · May 13, 2024

    GPT-4o stays as the 2024 compare anchor people still search

Similar Head-to-Head Comparisons

All Claude 3.5 Haiku matchups →|All GPT-4o matchups →
Claude 3.5 Haiku vs Claude Haiku 4.5 (next haiku)GPT-4o vs GPT-4 Turbo (previous gpt-flagship)GPT-4o vs OpenAI: o1 (next gpt-flagship)Claude Opus 4.5 vs GPT-4oClaude Opus 4.6 vs GPT-4oClaude Sonnet 4.5 vs GPT-4o