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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-5.6 Sol vs MiniMax M2.5

Pairwise benchmark snapshot · Aug 17, 2026

GPT-5.6 Sol vs MiniMax M2.5 benchmark

In this head-to-head showdown, GPT-5.6 Sol delivers higher overall intelligence and human-preferred responses (Elo 1,608 vs 1,478), while GPT-5.6 Sol leads in SWE-bench software engineering benchmarks (77.6%), while MiniMax M2.5 is more budget-friendly at $0.9/1M 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-5.6 Sol if your priority is peak reasoning, complex code generation, and top preference Elo. Choose MiniMax M2.5 if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Verified Head-to-Head Advantage Breakdown

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

GPT-5.6 Sol (6)MiniMax M2.5 (4)
GPT-5.6 Sol
6 of 10 Wins
✓Preference Elo✓Coding Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Context window
MiniMax M2.5
4 of 10 Wins
✓Time to first token✓Output speed✓Input price✓Output price
OpenAI
Leads 6 of 10 metrics
GPT-5.6 Sol

OpenAI 5.6 flagship tier. Official API $5/$30 per 1M tokens (OpenAI pricing, Jul 30 2026 update left Sol unchanged).

Elo 1,608$30/1M out
MiniMax
Leads 4 of 10 metrics
MiniMax M2.5

MiniMax coding model. Tied near the top of official SWE-bench bash-only in Feb 2026.

Elo 1,478$0.8999999999999999/1M out

GPT-5.6 Sol Thinking Depth & Cost Scaler

Model A

Simulate accuracy gains vs added response time & token cost

Mode: Medium (Standard)

Reasoning models “think before answering” by generating internal reasoning tokens. Higher effort improves math, coding, and logic accuracy, but increases response delay and token costs.

Thinking Delay
270 ms
Standard speed
Reasoning Depth
~1,500
Internal tokens
Cost / 1k Calls
$56.50
4.9× standard bill
Accuracy Boost
+4.5% accuracy
STEM & SWE-bench
Top Rival Showdowns for GPT-5.6 Sol
All Matchups
Compare vs:vs Claude Opus 4.5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference LeaderGPT-5.6 Sol Wins

GPT-5.6 Sol

Δ 130 Arena Elo pts

Throughput LeaderMiniMax M2.5 Wins

MiniMax M2.5

90 tok/s

Value per Dollar LeaderMiniMax M2.5 Wins

MiniMax M2.5

$0.8999999999999999 / 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-5.6 Sol (6)vsMiniMax M2.5 (4)
GPT-5.6 Sol: 6W (60%)Overall: GPT-5.6 SolMiniMax M2.5: 4W (40%)
← GPT-5.6 SolMiniMax M2.5 →
🏆GPT-5.6 Sol(5/5)

Intelligence & Reasoning

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

Benchmark
GPT-5.6 SolvsMiniMax M2.5
Preference Elo
1,608vs1,478+130
Coding Elo
1,602vs1,536+66
SWE-bench
77.6%vs75.8%+1.8%
LiveBench
73.9%vs64.4%+9.5%
GPQA Diamond
86.8%vs76.2%+10.6%
GPT-5.6 Sol: 5WMiniMax M2.5: 0W
🏆MiniMax M2.5(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
GPT-5.6 SolvsMiniMax M2.5
Output speed
84 tok/svs90 tok/s+6 tok/s
Time to first token
270 msvs250 ms+20 ms
GPT-5.6 Sol: 0WMiniMax M2.5: 2W
🏆MiniMax M2.5(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
GPT-5.6 SolvsMiniMax M2.5
Output price
$30/1Mvs$0.9/1M+$29.1/1M
Input price
$5/1Mvs$0.22/1M+$4.78/1M
Context window
1.1Mvs205k+845k
GPT-5.6 Sol: 1WMiniMax M2.5: 2W

Side-by-Side Benchmark Matrix

Preference Elo+130
GPT-5.6 Sol1,608
lmarena · Aug 16, 2026
MiniMax M2.51,478
lmarena · Aug 17, 2026
Coding Elo+66
GPT-5.6 Sol1,602
lmarena · Aug 16, 2026
MiniMax M2.51,536
lmarena · Aug 17, 2026
LiveBench+9.5%
GPT-5.6 Sol73.9%
livebench · Aug 16, 2026
MiniMax M2.564.4%
livebench · Aug 17, 2026
SWE-bench+1.8%
GPT-5.6 Sol77.6%
swebench · Aug 16, 2026
MiniMax M2.575.8%
swebench · Aug 17, 2026
GPQA Diamond+10.6%
GPT-5.6 Sol86.8%
seed-bootstrap · Aug 16, 2026
MiniMax M2.576.2%
seed-bootstrap · Aug 1, 2026
Time to first token+20 ms
GPT-5.6 Sol270 ms
seed-bootstrap · Aug 16, 2026
MiniMax M2.5250 ms
seed-bootstrap · Aug 1, 2026
Output speed+6 tok/s
GPT-5.6 Sol84 tok/s
seed-bootstrap · Aug 16, 2026
MiniMax M2.590 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$4.78/1M
GPT-5.6 Sol$5/1M
openrouter · Aug 17, 2026
MiniMax M2.5$0.22/1M
openrouter · Aug 17, 2026
Output price+$29.1/1M
GPT-5.6 Sol$30/1M
openrouter · Aug 17, 2026
MiniMax M2.5$0.9/1M
openrouter · Aug 17, 2026
Context window+845k
GPT-5.6 Sol1.1M
openrouter · Aug 17, 2026
MiniMax M2.5205k
openrouter · Aug 17, 2026
BenchmarkGPT-5.6 SolMiniMax M2.5Advantage Delta
Preference Elo
1,608
lmarena · Aug 16, 2026
1,478
lmarena · Aug 17, 2026
+130
Coding Elo
1,602
lmarena · Aug 16, 2026
1,536
lmarena · Aug 17, 2026
+66
LiveBench
73.9%
livebench · Aug 16, 2026
64.4%
livebench · Aug 17, 2026
+9.5%
SWE-bench
77.6%
swebench · Aug 16, 2026
75.8%
swebench · Aug 17, 2026
+1.8%
GPQA Diamond
86.8%
seed-bootstrap · Aug 16, 2026
76.2%
seed-bootstrap · Aug 1, 2026
+10.6%
Time to first token
270 ms
seed-bootstrap · Aug 16, 2026
250 ms
seed-bootstrap · Aug 1, 2026
+20 ms
Output speed
84 tok/s
seed-bootstrap · Aug 16, 2026
90 tok/s
seed-bootstrap · Aug 1, 2026
+6 tok/s
Input price
$5/1M
openrouter · Aug 17, 2026
$0.22/1M
openrouter · Aug 17, 2026
+$4.78/1M
Output price
$30/1M
openrouter · Aug 17, 2026
$0.9/1M
openrouter · Aug 17, 2026
+$29.1/1M
Context window
1.1M
openrouter · Aug 17, 2026
205k
openrouter · Aug 17, 2026
+845k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 97% with MiniMax M2.5
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
GPT-5.6 Sol$625.00 / mo
In: $175Out: $450
MiniMax M2.5$21.20 / mo
In: $7.7Out: $13.5
Estimated Cost Delta

MiniMax M2.5 is estimated to save $603.80/month ($7,246/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    GPT-5.6 Sol:Pick GPT-5.6 Sol when repo-level coding accuracy is the constraint.
  • 2
    MiniMax M2.5:Pick MiniMax M2.5 when you are optimizing output cost.
  • 3
    MiniMax M2.5:Pick MiniMax M2.5 when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsGPT-5.6 Sol

Higher SWE-bench (77.6%).

High-volume chatMiniMax M2.5

Lower output list price ($0.9/1M).

Voice / low-latency UIMiniMax M2.5

Lower TTFT (250 ms).

Long-document RAGGPT-5.6 Sol

Larger window (1.1M).

Screenshots / visionGPT-5.6 Sol

GPT-5.6 Sol is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsGPT-5.6 SolHigher SWE-bench (77.6%).
High-volume chatMiniMax M2.5Lower output list price ($0.9/1M).
Voice / low-latency UIMiniMax M2.5Lower TTFT (250 ms).
Long-document RAGGPT-5.6 SolLarger window (1.1M).
Screenshots / visionGPT-5.6 SolGPT-5.6 Sol is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
compareAug 12, 2026

Grok vs ChatGPT: price and Elo, not a personality contest

Brand hub remaps to top xAI vs top OpenAI. After Aug 12 that is Grok 4.6 vs Sol.

compareJul 24, 2026

Claude vs GPT benchmark: this hub always remaps to the current Elo leaders

Not a frozen 2025 article. Today that is usually Opus 5 vs GPT-5.6 Sol. Dated cells, not a brand fight.

compareJul 16, 2026

Gemini vs GPT: long context versus the OpenAI flagship invoice

Hub remaps to top Google vs top OpenAI Elo. Usually 3.6 Pro vs Sol. Window vs price is the plot.

launchJul 9, 2026

GPT-5.6 Sol: OpenAI’s $5/$30 flagship tier on this leaderboard

Jul 9 2026 family; Jul 30 price update left Sol unchanged. This is the GPT side of Claude vs GPT.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
OpenAI

GPT-5.6 Sol

Elo 1,608
SWE-bench77.6%
Speed (tok/s)84 tok/s
Input / 1M Tokens$5/1M
Output / 1M Tokens$30/1M
MiniMax

MiniMax M2.5

Elo 1,478
SWE-bench75.8%
Speed (tok/s)90 tok/s
Input / 1M Tokens$0.22/1M
Output / 1M Tokens$0.9/1M

Frequently Asked Questions

Which is better overall, GPT-5.6 Sol or MiniMax M2.5?
GPT-5.6 Sol has the higher preference Elo in our latest snapshot (1,608). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, GPT-5.6 Sol or MiniMax M2.5?
GPT-5.6 Sol leads SWE-bench at 77.6% vs 75.8%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
MiniMax M2.5 output tokens are $0.9/1M versus $30/1M. Input prices and retry rates still move the real bill.
Which is faster, GPT-5.6 Sol or MiniMax M2.5?
MiniMax M2.5 has the lower time-to-first-token (250 ms vs 270 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
GPT-5.6 Sol accepts 1.1M tokens versus 205k.
Can I self-host either model?
MiniMax M2.5 is marked open-weights in our catalog. The other side is a closed API. Check the provider license before you ship weights.
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-5.6 Sol and MiniMax M2.5 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • compare · Aug 12, 2026

    Grok vs ChatGPT: price and Elo, not a personality contest

  • compare · Jul 24, 2026

    Claude vs GPT benchmark: this hub always remaps to the current Elo leaders

  • compare · Jul 16, 2026

    Gemini vs GPT: long context versus the OpenAI flagship invoice

  • launch · Jul 9, 2026

    GPT-5.6 Sol: OpenAI’s $5/$30 flagship tier on this leaderboard

Similar Head-to-Head Comparisons

All GPT-5.6 Sol matchups →|All MiniMax M2.5 matchups →
GPT-5.6 Sol vs GPT-5 (previous gpt-flagship)GPT-5.6 Terra vs GPT-5.6 SolGPT-4.5 Orion vs MiniMax M2.5OpenAI: o3 Mini vs GPT-5.6 SolClaude Fable 5 vs GPT-5.6 SolClaude Opus 4.8 vs GPT-5.6 Sol