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Every score has a dated snapshot.

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  3. GPT-4o mini vs GPT-5 mini

Pairwise benchmark snapshot · Aug 1, 2026

GPT-4o mini vs GPT-5 mini benchmark

In this head-to-head showdown, GPT-5 mini delivers higher overall intelligence and human-preferred responses (Elo 1,410 vs 1,272), while GPT-5 mini leads in SWE-bench software engineering benchmarks (52.4%), 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 GPT-5 mini 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

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

Cost-efficient GPT-5 distill for high-volume agents.

Mini DistillElo 1,410$2/1M out

GPT-4 Series Lineage & Sibling Variants

3 models

Currently comparing GPT-4o mini vs GPT-5 mini. Alternative family tiers available.

Active: GPT-4o mini
GPT-4o$10GPT-4.5 Orion$150
Top Rival Showdowns for GPT-4o mini
All Matchups
Compare vs:vs Claude Opus 4.5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference LeaderGPT-5 mini Wins

GPT-5 mini

Δ 138 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.

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

Intelligence & Reasoning

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

Benchmark
GPT-4o minivsGPT-5 mini
Preference Elo
1,272vs1,410+138
Coding Elo
—vs1,395
SWE-bench
41.2%vs52.4%+11.2%
LiveBench
48.1%vs61.2%+13.1%
GPQA Diamond
60.1%vs72%+11.9%
GPT-4o mini: 0WGPT-5 mini: 5W
🏆GPT-4o mini(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
GPT-4o minivsGPT-5 mini
Output speed
160 tok/svs155 tok/s+5 tok/s
Time to first token
130 msvs140 ms+10 ms
GPT-4o mini: 2WGPT-5 mini: 0W
🏆GPT-4o mini(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
GPT-4o minivsGPT-5 mini
Output price
$0.6/1Mvs$2/1M+$1.4/1M
Input price
$0.15/1Mvs$0.25/1M+$0.1/1M
Context window
128kvs400k+272k
GPT-4o mini: 2WGPT-5 mini: 1W

Side-by-Side Benchmark Matrix

Preference Elo+138
GPT-4o mini1,272
seed-bootstrap · Aug 1, 2026
GPT-5 mini1,410
seed-bootstrap · Aug 1, 2026
Coding Elo
GPT-4o mini—
GPT-5 mini1,395
seed-bootstrap · Aug 1, 2026
LiveBench+13.1%
GPT-4o mini48.1%
seed-bootstrap · Aug 1, 2026
GPT-5 mini61.2%
seed-bootstrap · Aug 1, 2026
SWE-bench+11.2%
GPT-4o mini41.2%
seed-bootstrap · Aug 1, 2026
GPT-5 mini52.4%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+11.9%
GPT-4o mini60.1%
seed-bootstrap · Aug 1, 2026
GPT-5 mini72%
seed-bootstrap · Aug 1, 2026
Time to first token+10 ms
GPT-4o mini130 ms
seed-bootstrap · Aug 1, 2026
GPT-5 mini140 ms
seed-bootstrap · Aug 1, 2026
Output speed+5 tok/s
GPT-4o mini160 tok/s
seed-bootstrap · Aug 1, 2026
GPT-5 mini155 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$0.1/1M
GPT-4o mini$0.15/1M
seed-bootstrap · Aug 1, 2026
GPT-5 mini$0.25/1M
seed-bootstrap · Aug 1, 2026
Output price+$1.4/1M
GPT-4o mini$0.6/1M
seed-bootstrap · Aug 1, 2026
GPT-5 mini$2/1M
seed-bootstrap · Aug 1, 2026
Context window+272k
GPT-4o mini128k
seed-bootstrap · Aug 1, 2026
GPT-5 mini400k
seed-bootstrap · Aug 1, 2026
BenchmarkGPT-4o miniGPT-5 miniAdvantage Delta
Preference Elo
1,272
seed-bootstrap · Aug 1, 2026
1,410
seed-bootstrap · Aug 1, 2026
+138
Coding Elo—
1,395
seed-bootstrap · Aug 1, 2026
—
LiveBench
48.1%
seed-bootstrap · Aug 1, 2026
61.2%
seed-bootstrap · Aug 1, 2026
+13.1%
SWE-bench
41.2%
seed-bootstrap · Aug 1, 2026
52.4%
seed-bootstrap · Aug 1, 2026
+11.2%
GPQA Diamond
60.1%
seed-bootstrap · Aug 1, 2026
72%
seed-bootstrap · Aug 1, 2026
+11.9%
Time to first token
130 ms
seed-bootstrap · Aug 1, 2026
140 ms
seed-bootstrap · Aug 1, 2026
+10 ms
Output speed
160 tok/s
seed-bootstrap · Aug 1, 2026
155 tok/s
seed-bootstrap · Aug 1, 2026
+5 tok/s
Input price
$0.15/1M
seed-bootstrap · Aug 1, 2026
$0.25/1M
seed-bootstrap · Aug 1, 2026
+$0.1/1M
Output price
$0.6/1M
seed-bootstrap · Aug 1, 2026
$2/1M
seed-bootstrap · Aug 1, 2026
+$1.4/1M
Context window
128k
seed-bootstrap · Aug 1, 2026
400k
seed-bootstrap · Aug 1, 2026
+272k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 63% 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)
GPT-4o mini$14.25 / mo
In: $5.25Out: $9
GPT-5 mini$38.75 / mo
In: $8.75Out: $30
Estimated Cost Delta

GPT-4o mini is estimated to save $24.50/month ($294/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    GPT-5 mini:Pick GPT-5 mini 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 agentsGPT-5 mini

Higher SWE-bench (52.4%).

High-volume chatGPT-4o mini

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

Voice / low-latency UIGPT-4o mini

Lower TTFT (130 ms).

Long-document RAGGPT-5 mini

Larger window (400k).

Screenshots / visionGPT-5 mini

Both accept images. Defaulting to the higher-Elo side (GPT-5 mini).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsGPT-5 miniHigher SWE-bench (52.4%).
High-volume chatGPT-4o miniLower output list price ($0.6/1M).
Voice / low-latency UIGPT-4o miniLower TTFT (130 ms).
Long-document RAGGPT-5 miniLarger window (400k).
Screenshots / visionGPT-5 miniBoth accept images. Defaulting to the higher-Elo side (GPT-5 mini).

Related Editorial Dispatches & Benchmark Notes

View all news
launchAug 8, 2025

GPT-5 mini: the 2025 distill still useful as a cheap OpenAI baseline

High-volume agents that cannot pay Sol. Compare to Luna before you assume the new cheap SKU wins.

Community Sentiment

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
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
OpenAI

GPT-5 mini

Elo 1,410
SWE-bench52.4%
Speed (tok/s)155 tok/s
Input / 1M Tokens$0.25/1M
Output / 1M Tokens$2/1M

Frequently Asked Questions

Which is better overall, GPT-4o mini or GPT-5 mini?
GPT-5 mini has the higher preference Elo in our latest snapshot (1,410). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, GPT-4o mini or GPT-5 mini?
GPT-5 mini leads SWE-bench at 52.4% 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 $2/1M. Input prices and retry rates still move the real bill.
Which is faster, GPT-4o mini or GPT-5 mini?
GPT-4o mini has the lower time-to-first-token (130 ms vs 140 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
GPT-5 mini accepts 400k 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. GPT-4o mini and GPT-5 mini Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Aug 8, 2025

    GPT-5 mini: the 2025 distill still useful as a cheap OpenAI baseline

Similar Head-to-Head Comparisons

All GPT-4o mini matchups →|All GPT-5 mini matchups →
GPT-4o mini vs OpenAI o1-mini (next gpt-mini)GPT-5 mini vs OpenAI o3-mini (previous gpt-mini)GPT-5 mini vs GPT-5.6 Luna (next gpt-mini)GPT-5 vs GPT-5 miniGPT-4.5 Orion vs GPT-5 miniGPT-5.6 Sol vs GPT-5 mini