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Every score has a dated snapshot.

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  3. Claude 3.7 Sonnet vs OpenAI: o3 Mini

Pairwise benchmark snapshot · Aug 16, 2026

Claude 3.7 Sonnet vs OpenAI: o3 Mini benchmark

This page compares Claude 3.7 Sonnet (Anthropic) and OpenAI: o3 Mini (OpenAI) using the latest snapshots we have as of Aug 16, 2026. On preference Elo, OpenAI: o3 Mini is ahead by 198 points (1,560 vs 1,362; seed-bootstrap (Aug 1, 2026)). On SWE-bench coding, OpenAI: o3 Mini resolves 78.5% versus 70.3% (seed-bootstrap (Aug 1, 2026)). OpenAI: o3 Mini streams faster (92 tok/s) while OpenAI: o3 Mini is the cheaper output token ($4.4/1M). Claude 3.7 Sonnet has the larger context window (200k tokens). Every cell below is a dated snapshot from a named public source — we do not invent missing scores, and we do not run SWE-bench ourselves.

Quick answer

Claude 3.7 Sonnet vs OpenAI: o3 Mini is a dated snapshot, not a lab score. OpenAI: o3 Mini leads preference Elo (1,560 vs 1,362). OpenAI: o3 Mini leads SWE-bench coding. OpenAI: o3 Mini is the cheaper output token. Elo is crowd preference, not an exam. Pick the column that matches the job.
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Anthropic

Claude 3.7 Sonnet

Hybrid-reasoning Sonnet from 2025. Kept for historical compare pages.

Elo 1,362$15/1M out

OpenAI

OpenAI: o3 Mini

Auto-discovered from OpenRouter (openai/o3-mini). Preview until a second source matches.

Elo 1,560$4.4/1M out

Swap or Add Any Model to this Matchup

Instant pairwise benchmark recalculation across 400+ LLMs

Model A
Model B
Quick vs:vs Claude Opus 4.5vs Claude Opus 4.6vs Claude Sonnet 4.5vs GPT-5

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

Claude 3.7 Sonnet (1)vsOpenAI: o3 Mini (8)
Claude 3.7 Sonnet: 1W (11%)Overall: OpenAI: o3 MiniOpenAI: o3 Mini: 8W (89%)
← Claude 3.7 Sonnet1 tiesOpenAI: o3 Mini →
OpenAI: o3 Mini (5/5)

Intelligence & Reasoning

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

Preference Elo
1,362vs1,560
Coding Elo
—vs1,585
SWE-bench
70.3%vs78.5%
LiveBench
58.4%vs72.4%
GPQA Diamond
78.5%vs87.2%
Claude 3.7 Sonnet: 0WOpenAI: o3 Mini: 5W
Tied (1/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
85 tok/svs92 tok/s
Time to first token
240 msvs290 ms
Claude 3.7 Sonnet: 1WOpenAI: o3 Mini: 1W
OpenAI: o3 Mini (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$15/1Mvs$4.4/1M
Input price
$3/1Mvs$1.1/1M
Context window
200kvs200k
Claude 3.7 Sonnet: 0WOpenAI: o3 Mini: 2W
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 AdvantageOpenAI: o3 Mini 4/6
Preference Elo

OpenAI: o3 Mini

198 pts advantage

Throughput Speed

OpenAI: o3 Mini

7 tok/s faster

Price Efficiency

OpenAI: o3 Mini

$10.60/1M cheaper

Full Benchmark Score Matrix

—
Elo
High is better
1,362
EloHigh is better
1,560+15%
Code Elo
High is better
—
Code EloHigh is better
1,585
LiveBench
High is better
58.4%
LiveBenchHigh is better
72.4%+24%
SWE-bench
High is better
70.3%
SWE-benchHigh is better
78.5%+12%
GPQA
High is better
78.5%
GPQAHigh is better
87.2%+11%
TTFT
Low is better
+21%240 ms
TTFTLow is better
290 ms
Speed
High is better
85 tok/s
SpeedHigh is better
92 tok/s+8%
In $
Low is better
$3/1M
In $Low is better
$1.1/1M+173%
Out $
Low is better
$15/1M
Out $Low is better
$4.4/1M+241%
Context
High is better
200k
ContextHigh is better
200k
Interactive Simulator

Workload Cost & Savings Calculator

Simulate monthly production API costs based on published $/1M tokens.

Save up to 68% with OpenAI: o3 Mini
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Claude 3.7 Sonnet$330.00 / mo
In: $105.00Out: $225.00
OpenAI: o3 Mini$104.50 / mo
In: $38.50Out: $66.00
Estimated Cost Delta

OpenAI: o3 Mini is estimated to save $225.50/month ($2,706/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    OpenAI: o3 Mini:Pick OpenAI: o3 Mini when repo-level coding accuracy is the constraint.
  • 2
    Claude 3.7 Sonnet:Pick Claude 3.7 Sonnet when time-to-first-token matters more than peak Elo.
  • 3
    OpenAI: o3 Mini:Pick OpenAI: o3 Mini as the default general assistant.

Recommended Workload Routing

Repo / coding agentsOpenAI: o3 Mini

Higher SWE-bench (78.5%).

High-volume chatOpenAI: o3 Mini

Lower output list price ($4.4/1M).

Voice / low-latency UIClaude 3.7 Sonnet

Lower TTFT (240 ms).

Long-document RAGClaude 3.7 Sonnet

Larger window (200k).

Screenshots / visionClaude 3.7 Sonnet

Claude 3.7 Sonnet is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsOpenAI: o3 MiniHigher SWE-bench (78.5%).
High-volume chatOpenAI: o3 MiniLower output list price ($4.4/1M).
Voice / low-latency UIClaude 3.7 SonnetLower TTFT (240 ms).
Long-document RAGClaude 3.7 SonnetLarger window (200k).
Screenshots / visionClaude 3.7 SonnetClaude 3.7 Sonnet is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
newsFeb 25, 2025

Claude 3.7 Sonnet stays as a historical hybrid-reasoning baseline

2025 hybrid-reasoning Sonnet. Deprecated for buying, kept for old compare URLs and “what did 3.7 score?”

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
Anthropic

Claude 3.7 Sonnet

Elo 1,362
LiveBench58.4%
SWE-bench70.3%
Speed85 tok/s
Output cost$15/1M
OpenAI

OpenAI: o3 Mini

Elo 1,560
LiveBench72.4%
SWE-bench78.5%
Speed92 tok/s
Output cost$4.4/1M

Frequently Asked Questions

Which is better overall, Claude 3.7 Sonnet or OpenAI: o3 Mini?
OpenAI: o3 Mini has the higher preference Elo in our latest snapshot (1,560). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Claude 3.7 Sonnet or OpenAI: o3 Mini?
OpenAI: o3 Mini leads SWE-bench at 78.5% vs 70.3%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
OpenAI: o3 Mini output tokens are $4.4/1M versus $15/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude 3.7 Sonnet or OpenAI: o3 Mini?
Claude 3.7 Sonnet has the lower time-to-first-token (240 ms vs 290 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Claude 3.7 Sonnet accepts 200k tokens versus 200k.
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 3.7 Sonnet and OpenAI: o3 Mini Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • news · Feb 25, 2025

    Claude 3.7 Sonnet stays as a historical hybrid-reasoning baseline

Similar Head-to-Head Comparisons

All Claude 3.7 Sonnet matchups →|All OpenAI: o3 Mini matchups →
Claude 3.7 Sonnet vs Claude 3.5 Sonnet (previous sonnet)Claude 3.7 Sonnet vs Claude Sonnet 4 (next sonnet)OpenAI: o3 Mini vs OpenAI o1-mini (previous gpt-mini)OpenAI: o3 Mini vs GPT-5 mini (next gpt-mini)Claude Opus 4.5 vs OpenAI: o3 MiniClaude Opus 4.6 vs OpenAI: o3 Mini