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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. GPT-4o vs MiniMax: MiniMax M2.1

Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)

GPT-4o vs MiniMax: MiniMax M2.1 benchmark

In this head-to-head showdown, MiniMax: MiniMax M2.1 is more budget-friendly at $1.2/1M 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 MiniMax: MiniMax M2.1 if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Verified Head-to-Head Advantage Breakdown

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

GPT-4o (0)MiniMax: MiniMax M2.1 (3)
GPT-4o
0 of 3 Wins
Competitive baseline across remaining benchmarks
MiniMax: MiniMax M2.1
3 of 3 Wins
✓Input price✓Output price✓Context window
OpenAI
GPT-4o

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

Elo 1,335$10/1M out
MiniMax
Leads 3 of 3 metrics
MiniMax: MiniMax M2.1

Auto-discovered from OpenRouter (minimax/minimax-m2.1). Preview until a second source matches.

$1.2/1M 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

No shared data

Single model data

Throughput Leader

No shared data

No latency data

Value per Dollar LeaderMiniMax: MiniMax M2.1 Wins

MiniMax: MiniMax M2.1

$1.2 / 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
0–100 %ile
Head-to-Head Comparison

Overall Matchup Breakdown

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

GPT-4o (6)vsMiniMax: MiniMax M2.1 (3)
GPT-4o: 6W (67%)Overall: GPT-4oMiniMax: MiniMax M2.1: 3W (33%)
← GPT-4oMiniMax: MiniMax M2.1 →
🏆GPT-4o(4/5)

Intelligence & Reasoning

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

Benchmark
GPT-4ovsMiniMax: MiniMax M2.1
Preference Elo
1,335vs—
Coding Elo
—vs—
SWE-bench
54.8%vs—
LiveBench
54.2%vs—
GPQA Diamond
73.2%vs—
GPT-4o: 4WMiniMax: MiniMax M2.1: 0W
🏆GPT-4o(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
GPT-4ovsMiniMax: MiniMax M2.1
Output speed
110 tok/svs—
Time to first token
180 msvs—
GPT-4o: 2WMiniMax: MiniMax M2.1: 0W
🏆MiniMax: MiniMax M2.1(3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
GPT-4ovsMiniMax: MiniMax M2.1
Output price
$10/1Mvs$1.2/1M+$8.8/1M
Input price
$2.5/1Mvs$0.3/1M+$2.2/1M
Context window
128kvs205k+77k
GPT-4o: 0WMiniMax: MiniMax M2.1: 3W

Side-by-Side Benchmark Matrix

Preference Elo
GPT-4o1,335
lmarena · Aug 17, 2026
MiniMax: MiniMax M2.1—
LiveBench
GPT-4o54.2%
livebench · Aug 17, 2026
MiniMax: MiniMax M2.1—
SWE-bench
GPT-4o54.8%
swebench · Aug 17, 2026
MiniMax: MiniMax M2.1—
GPQA Diamond
GPT-4o73.2%
seed-bootstrap · Aug 1, 2026
MiniMax: MiniMax M2.1—
Time to first token
GPT-4o180 ms
seed-bootstrap · Aug 1, 2026
MiniMax: MiniMax M2.1—
Output speed
GPT-4o110 tok/s
seed-bootstrap · Aug 1, 2026
MiniMax: MiniMax M2.1—
Input price+$2.2/1M
GPT-4o$2.5/1M
openrouter · Aug 17, 2026
MiniMax: MiniMax M2.1$0.3/1M
openrouter · Aug 17, 2026
Output price+$8.8/1M
GPT-4o$10/1M
openrouter · Aug 17, 2026
MiniMax: MiniMax M2.1$1.2/1M
openrouter · Aug 17, 2026
Context window+77k
GPT-4o128k
openrouter · Aug 17, 2026
MiniMax: MiniMax M2.1205k
openrouter · Aug 17, 2026
BenchmarkGPT-4oMiniMax: MiniMax M2.1Advantage Delta
Preference Elo
1,335
lmarena · Aug 17, 2026
——
LiveBench
54.2%
livebench · Aug 17, 2026
——
SWE-bench
54.8%
swebench · Aug 17, 2026
——
GPQA Diamond
73.2%
seed-bootstrap · Aug 1, 2026
——
Time to first token
180 ms
seed-bootstrap · Aug 1, 2026
——
Output speed
110 tok/s
seed-bootstrap · Aug 1, 2026
——
Input price
$2.5/1M
openrouter · Aug 17, 2026
$0.3/1M
openrouter · Aug 17, 2026
+$2.2/1M
Output price
$10/1M
openrouter · Aug 17, 2026
$1.2/1M
openrouter · Aug 17, 2026
+$8.8/1M
Context window
128k
openrouter · Aug 17, 2026
205k
openrouter · Aug 17, 2026
+77k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 88% with MiniMax: MiniMax M2.1
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
MiniMax: MiniMax M2.1$28.50 / mo
In: $10.5Out: $18
Estimated Cost Delta

MiniMax: MiniMax M2.1 is estimated to save $209.00/month ($2,508/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    MiniMax: MiniMax M2.1:Pick MiniMax: MiniMax M2.1 when you are optimizing output cost.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatMiniMax: MiniMax M2.1

Lower output list price ($1.2/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGMiniMax: MiniMax M2.1

Larger window (205k).

Screenshots / visionGPT-4o

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

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatMiniMax: MiniMax M2.1Lower output list price ($1.2/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGMiniMax: MiniMax M2.1Larger window (205k).
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 AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
OpenAI

GPT-4o

Elo 1,335
SWE-bench54.8%
Speed (tok/s)110 tok/s
Input / 1M Tokens$2.5/1M
Output / 1M Tokens$10/1M
MiniMax

MiniMax: MiniMax M2.1

Elo n/a
SWE-bench—
Speed (tok/s)205k
Input / 1M Tokens$0.3/1M
Output / 1M Tokens$1.2/1M

Frequently Asked Questions

Which is better overall, GPT-4o or MiniMax: MiniMax M2.1?
We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.
Which is better at coding, GPT-4o or MiniMax: MiniMax M2.1?
SWE-bench is missing for at least one model, so we do not rank coding from a single number.
Which is cheaper to run in production?
MiniMax: MiniMax M2.1 output tokens are $1.2/1M versus $10/1M. Input prices and retry rates still move the real bill.
Which is faster, GPT-4o or MiniMax: MiniMax M2.1?
We do not have TTFT for both models.
Which has the larger context window?
MiniMax: MiniMax M2.1 accepts 205k 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 MiniMax: MiniMax M2.1 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 GPT-4o matchups →|All MiniMax: MiniMax M2.1 matchups →
GPT-4o vs GPT-4 Turbo (previous gpt-flagship)GPT-4o vs OpenAI: o1 (next gpt-flagship)GPT-5 vs GPT-4oGPT-4.5 Orion vs GPT-4oGPT-5.6 Sol vs GPT-4oGPT-5.6 Terra vs GPT-4o