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Every score has a dated snapshot.

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  3. Claude Sonnet 4 vs GPT-4o mini

Pairwise benchmark snapshot · Aug 1, 2026

Claude Sonnet 4 vs GPT-4o mini benchmark

In this head-to-head showdown, Claude Sonnet 4 delivers higher overall intelligence and human-preferred responses (Elo 1,455 vs 1,272), while Claude Sonnet 4 leads in SWE-bench software engineering benchmarks (62.8%), while GPT-4o mini is more budget-friendly at $0.6/1M 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 Claude Sonnet 4 if your priority is peak reasoning, complex code generation, and top preference Elo. Choose GPT-4o mini if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Verified Head-to-Head Advantage Breakdown

9 direct benchmark disciplines evaluated across capability, speed, and cost

Claude Sonnet 4 (5)GPT-4o mini (4)
Claude Sonnet 4
5 of 9 Wins
✓Preference Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Context window
GPT-4o mini
4 of 9 Wins
✓Time to first token✓Output speed✓Input price✓Output price
Anthropic
Leads 5 of 9 metrics
Claude Sonnet 4

First Sonnet 4 generation. Bridge between 3.5/3.7 and Sonnet 5.

Elo 1,455$15/1M out
OpenAI
Leads 4 of 9 metrics
GPT-4o mini

Legacy small OpenAI model. Useful as a cheap baseline.

4o MiniElo 1,272$0.6/1M out
Top Rival Showdowns for Claude Sonnet 4
All Matchups
Compare vs:vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference LeaderClaude Sonnet 4 Wins

Claude Sonnet 4

Δ 183 Arena Elo pts

Throughput LeaderGPT-4o mini Wins

GPT-4o mini

160 tok/s

Value per Dollar LeaderGPT-4o mini Wins

GPT-4o mini

$0.6 / 1M output

Capability Percentiles

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

Multi-Dimensional Capability Radar

Leaders Matchup Capability Radar

Comparing top Western standard models with China's leading frontier rival across 6 skill dimensions. Tap any spoke or dot to inspect.

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

Overall Matchup Breakdown

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

Claude Sonnet 4 (6)vsGPT-4o mini (4)
Claude Sonnet 4: 6W (60%)Overall: Claude Sonnet 4GPT-4o mini: 4W (40%)
← Claude Sonnet 4GPT-4o mini →
🏆Claude Sonnet 4(5/5)

Intelligence & Reasoning

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

Benchmark
Claude Sonnet 4vsGPT-4o mini
Preference Elo
1,455vs1,272+183
Coding Elo
1,468vs—
SWE-bench
62.8%vs41.2%+21.6%
LiveBench
63.2%vs48.1%+15.1%
GPQA Diamond
76.4%vs60.1%+16.3%
Claude Sonnet 4: 5WGPT-4o mini: 0W
🏆GPT-4o mini(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Claude Sonnet 4vsGPT-4o mini
Output speed
92 tok/svs160 tok/s+68 tok/s
Time to first token
220 msvs130 ms+90 ms
Claude Sonnet 4: 0WGPT-4o mini: 2W
🏆GPT-4o mini(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Claude Sonnet 4vsGPT-4o mini
Output price
$15/1Mvs$0.6/1M+$14.4/1M
Input price
$3/1Mvs$0.15/1M+$2.85/1M
Context window
200kvs128k+72k
Claude Sonnet 4: 1WGPT-4o mini: 2W

Side-by-Side Benchmark Matrix

Preference Elo+183
Claude Sonnet 41,455
seed-bootstrap · Aug 1, 2026
GPT-4o mini1,272
seed-bootstrap · Aug 1, 2026
Coding Elo
Claude Sonnet 41,468
seed-bootstrap · Aug 1, 2026
GPT-4o mini—
LiveBench+15.1%
Claude Sonnet 463.2%
seed-bootstrap · Aug 1, 2026
GPT-4o mini48.1%
seed-bootstrap · Aug 1, 2026
SWE-bench+21.6%
Claude Sonnet 462.8%
seed-bootstrap · Aug 1, 2026
GPT-4o mini41.2%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+16.3%
Claude Sonnet 476.4%
seed-bootstrap · Aug 1, 2026
GPT-4o mini60.1%
seed-bootstrap · Aug 1, 2026
Time to first token+90 ms
Claude Sonnet 4220 ms
seed-bootstrap · Aug 1, 2026
GPT-4o mini130 ms
seed-bootstrap · Aug 1, 2026
Output speed+68 tok/s
Claude Sonnet 492 tok/s
seed-bootstrap · Aug 1, 2026
GPT-4o mini160 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$2.85/1M
Claude Sonnet 4$3/1M
seed-bootstrap · Aug 1, 2026
GPT-4o mini$0.15/1M
seed-bootstrap · Aug 1, 2026
Output price+$14.4/1M
Claude Sonnet 4$15/1M
seed-bootstrap · Aug 1, 2026
GPT-4o mini$0.6/1M
seed-bootstrap · Aug 1, 2026
Context window+72k
Claude Sonnet 4200k
seed-bootstrap · Aug 1, 2026
GPT-4o mini128k
seed-bootstrap · Aug 1, 2026
BenchmarkClaude Sonnet 4GPT-4o miniAdvantage Delta
Preference Elo
1,455
seed-bootstrap · Aug 1, 2026
1,272
seed-bootstrap · Aug 1, 2026
+183
Coding Elo
1,468
seed-bootstrap · Aug 1, 2026
——
LiveBench
63.2%
seed-bootstrap · Aug 1, 2026
48.1%
seed-bootstrap · Aug 1, 2026
+15.1%
SWE-bench
62.8%
seed-bootstrap · Aug 1, 2026
41.2%
seed-bootstrap · Aug 1, 2026
+21.6%
GPQA Diamond
76.4%
seed-bootstrap · Aug 1, 2026
60.1%
seed-bootstrap · Aug 1, 2026
+16.3%
Time to first token
220 ms
seed-bootstrap · Aug 1, 2026
130 ms
seed-bootstrap · Aug 1, 2026
+90 ms
Output speed
92 tok/s
seed-bootstrap · Aug 1, 2026
160 tok/s
seed-bootstrap · Aug 1, 2026
+68 tok/s
Input price
$3/1M
seed-bootstrap · Aug 1, 2026
$0.15/1M
seed-bootstrap · Aug 1, 2026
+$2.85/1M
Output price
$15/1M
seed-bootstrap · Aug 1, 2026
$0.6/1M
seed-bootstrap · Aug 1, 2026
+$14.4/1M
Context window
200k
seed-bootstrap · Aug 1, 2026
128k
seed-bootstrap · Aug 1, 2026
+72k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 96% with GPT-4o 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 Sonnet 4$330.00 / mo
In: $105Out: $225
GPT-4o mini$14.25 / mo
In: $5.25Out: $9
Estimated Cost Delta

GPT-4o mini is estimated to save $315.75/month ($3,789/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

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

Recommended Workload Routing

Repo / coding agentsClaude Sonnet 4

Higher SWE-bench (62.8%).

High-volume chatGPT-4o mini

Lower output list price ($0.6/1M).

Voice / low-latency UIGPT-4o mini

Lower TTFT (130 ms).

Long-document RAGClaude Sonnet 4

Larger window (200k).

Screenshots / visionClaude Sonnet 4

Both accept images. Defaulting to the higher-Elo side (Claude Sonnet 4).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsClaude Sonnet 4Higher SWE-bench (62.8%).
High-volume chatGPT-4o miniLower output list price ($0.6/1M).
Voice / low-latency UIGPT-4o miniLower TTFT (130 ms).
Long-document RAGClaude Sonnet 4Larger window (200k).
Screenshots / visionClaude Sonnet 4Both accept images. Defaulting to the higher-Elo side (Claude Sonnet 4).
Community Sentiment

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Anthropic

Claude Sonnet 4

Elo 1,455
SWE-bench62.8%
Speed (tok/s)92 tok/s
Input / 1M Tokens$3/1M
Output / 1M Tokens$15/1M
OpenAI

GPT-4o mini

Elo 1,272
SWE-bench41.2%
Speed (tok/s)160 tok/s
Input / 1M Tokens$0.15/1M
Output / 1M Tokens$0.6/1M

Frequently Asked Questions

Which is better overall, Claude Sonnet 4 or GPT-4o mini?
Claude Sonnet 4 has the higher preference Elo in our latest snapshot (1,455). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Claude Sonnet 4 or GPT-4o mini?
Claude Sonnet 4 leads SWE-bench at 62.8% vs 41.2%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
GPT-4o mini output tokens are $0.6/1M versus $15/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude Sonnet 4 or GPT-4o mini?
GPT-4o mini has the lower time-to-first-token (130 ms vs 220 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Claude Sonnet 4 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 Sonnet 4 and GPT-4o mini Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Claude Sonnet 4 matchups →|All GPT-4o mini matchups →
Claude Sonnet 4 vs Claude 3.7 Sonnet (previous sonnet)Claude Sonnet 4 vs Claude Sonnet 4.5 (next sonnet)GPT-4o mini vs OpenAI o1-mini (next gpt-mini)GPT-4.5 Orion vs Claude Sonnet 4GPT-5.6 Terra vs Claude Sonnet 4Claude Sonnet 5 vs Claude Sonnet 4