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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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  2. Comparisons
  3. GPT-4o vs OpenAI o1-mini

Pairwise benchmark snapshot · Aug 17, 2026

GPT-4o vs OpenAI o1-mini benchmark

In this head-to-head showdown, OpenAI o1-mini delivers higher overall intelligence and human-preferred responses (Elo 1,445 vs 1,335), while OpenAI o1-mini leads in SWE-bench software engineering benchmarks (56.4%), while OpenAI o1-mini is more budget-friendly at $4.4/1M per 1M output tokens, while GPT-4o provides faster response streaming (110 tok/s). Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: OpenAI o1-mini holds the advantage over GPT-4o in overall benchmark performance and human evaluation rankings. Choose OpenAI o1-mini for demanding workloads, or review the breakdown below to compare coding and pricing metrics.
Share Analysis:
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OpenAI
GPT-4o

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

Elo 1,335$10/1M out
OpenAI
OpenAI o1-mini

OpenAI high-speed, cost-effective reasoning model optimized for STEM, math, and code generation.

Elo 1,445$4.4/1M out
Top Rival Showdowns for GPT-4o
All Matchups
Compare vs:vs Claude Opus 4.5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference Leader

OpenAI o1-mini

Δ 110 Arena Elo pts

Throughput Leader

GPT-4o

110 tok/s

Value per Dollar Leader

OpenAI o1-mini

$4.4 / 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 AdvantageOpenAI o1-mini 4/6
Head-to-Head Comparison

Overall Matchup Breakdown

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

GPT-4o (2)vsOpenAI o1-mini (7)
GPT-4o: 2W (22%)Overall: OpenAI o1-miniOpenAI o1-mini: 7W (78%)
← GPT-4o1 tiesOpenAI o1-mini →
OpenAI o1-mini (5/5)

Intelligence & Reasoning

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

Preference Elo
1,335vs1,445
Coding Elo
—vs1,468
SWE-bench
54.8%vs56.4%
LiveBench
54.2%vs62%
GPQA Diamond
73.2%vs76.8%
GPT-4o: 0WOpenAI o1-mini: 5W
GPT-4o (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
110 tok/svs85 tok/s
Time to first token
180 msvs280 ms
GPT-4o: 2WOpenAI o1-mini: 0W
OpenAI o1-mini (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$10/1Mvs$4.4/1M
Input price
$2.5/1Mvs$1.1/1M
Context window
128kvs128k
GPT-4o: 0WOpenAI o1-mini: 2W

Side-by-Side Benchmark Matrix

Preference EloOpenAI o1-mini (+110)
GPT-4o1,335
lmarena · Aug 17, 2026
OpenAI o1-mini1,445
lmarena · Aug 17, 2026
Coding Elo
GPT-4o—
OpenAI o1-mini1,468
lmarena · Aug 17, 2026
LiveBenchOpenAI o1-mini (+7.8%)
GPT-4o54.2%
livebench · Aug 17, 2026
OpenAI o1-mini62%
livebench · Aug 17, 2026
SWE-benchOpenAI o1-mini (+1.6%)
GPT-4o54.8%
swebench · Aug 17, 2026
OpenAI o1-mini56.4%
swebench · Aug 17, 2026
GPQA DiamondOpenAI o1-mini (+3.6%)
GPT-4o73.2%
seed-bootstrap · Aug 1, 2026
OpenAI o1-mini76.8%
seed-bootstrap · Aug 1, 2026
Time to first tokenGPT-4o (+100 ms)
GPT-4o180 ms
seed-bootstrap · Aug 1, 2026
OpenAI o1-mini280 ms
seed-bootstrap · Aug 1, 2026
Output speedGPT-4o (+25 tok/s)
GPT-4o110 tok/s
seed-bootstrap · Aug 1, 2026
OpenAI o1-mini85 tok/s
seed-bootstrap · Aug 1, 2026
Input priceOpenAI o1-mini (+$1.4/1M)
GPT-4o$2.5/1M
openrouter · Aug 17, 2026
OpenAI o1-mini$1.1/1M
seed-bootstrap · Aug 1, 2026
Output priceOpenAI o1-mini (+$5.6/1M)
GPT-4o$10/1M
openrouter · Aug 17, 2026
OpenAI o1-mini$4.4/1M
seed-bootstrap · Aug 1, 2026
Context window
GPT-4o128k
openrouter · Aug 17, 2026
OpenAI o1-mini128k
seed-bootstrap · Aug 1, 2026
BenchmarkGPT-4oOpenAI o1-miniAdvantage Delta
Preference Elo
1,335
lmarena · Aug 17, 2026
1,445
lmarena · Aug 17, 2026
OpenAI o1-mini (+110)
Coding Elo—
1,468
lmarena · Aug 17, 2026
—
LiveBench
54.2%
livebench · Aug 17, 2026
62%
livebench · Aug 17, 2026
OpenAI o1-mini (+7.8%)
SWE-bench
54.8%
swebench · Aug 17, 2026
56.4%
swebench · Aug 17, 2026
OpenAI o1-mini (+1.6%)
GPQA Diamond
73.2%
seed-bootstrap · Aug 1, 2026
76.8%
seed-bootstrap · Aug 1, 2026
OpenAI o1-mini (+3.6%)
Time to first token
180 ms
seed-bootstrap · Aug 1, 2026
280 ms
seed-bootstrap · Aug 1, 2026
GPT-4o (+100 ms)
Output speed
110 tok/s
seed-bootstrap · Aug 1, 2026
85 tok/s
seed-bootstrap · Aug 1, 2026
GPT-4o (+25 tok/s)
Input price
$2.5/1M
openrouter · Aug 17, 2026
$1.1/1M
seed-bootstrap · Aug 1, 2026
OpenAI o1-mini (+$1.4/1M)
Output price
$10/1M
openrouter · Aug 17, 2026
$4.4/1M
seed-bootstrap · Aug 1, 2026
OpenAI o1-mini (+$5.6/1M)
Context window
128k
openrouter · Aug 17, 2026
128k
seed-bootstrap · Aug 1, 2026
—
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 56% with OpenAI o1-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$237.50 / mo
In: $87.5Out: $150
OpenAI o1-mini$104.50 / mo
In: $38.5Out: $66
Estimated Cost Delta

OpenAI o1-mini is estimated to save $133.00/month ($1,596/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    OpenAI o1-mini:Pick OpenAI o1-mini when repo-level coding accuracy is the constraint.
  • 2
    GPT-4o:Pick GPT-4o when time-to-first-token matters more than peak Elo.
  • 3
    OpenAI o1-mini:Pick OpenAI o1-mini as the default general assistant.

Recommended Workload Routing

Repo / coding agentsOpenAI o1-mini

Higher SWE-bench (56.4%).

High-volume chatOpenAI o1-mini

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

Voice / low-latency UIGPT-4o

Lower TTFT (180 ms).

Long-document RAGGPT-4o

Larger window (128k).

Screenshots / visionGPT-4o

GPT-4o is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsOpenAI o1-miniHigher SWE-bench (56.4%).
High-volume chatOpenAI o1-miniLower output list price ($4.4/1M).
Voice / low-latency UIGPT-4oLower TTFT (180 ms).
Long-document RAGGPT-4oLarger window (128k).
Screenshots / visionGPT-4oGPT-4o is the side marked multimodal in the catalog.

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
OpenAI

GPT-4o

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

OpenAI o1-mini

Elo 1,445
LiveBench62%
SWE-bench56.4%
Speed85 tok/s
Output cost$4.4/1M

Frequently Asked Questions

Which is better overall, GPT-4o or OpenAI o1-mini?
OpenAI o1-mini has the higher preference Elo in our latest snapshot (1,445). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, GPT-4o or OpenAI o1-mini?
OpenAI o1-mini leads SWE-bench at 56.4% vs 54.8%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
OpenAI o1-mini output tokens are $4.4/1M versus $10/1M. Input prices and retry rates still move the real bill.
Which is faster, GPT-4o or OpenAI o1-mini?
GPT-4o has the lower time-to-first-token (180 ms vs 280 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
GPT-4o accepts 128k 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 and OpenAI o1-mini 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

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All GPT-4o matchups →|All OpenAI o1-mini matchups →
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