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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. MiniMax M2.5 vs ByteDance Seed: Seed 1.6

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

MiniMax M2.5 vs ByteDance Seed: Seed 1.6 benchmark

In this head-to-head showdown, 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: Both MiniMax M2.5 and ByteDance Seed: Seed 1.6 present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
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Executive Verdict Summary

MiniMax M2.5 holds empirical advantage (2 of 3 metrics)

Coding / SWESWE-bench
MiniMax M2.5Top code solve rate
ReasoningGPQA / Live
MiniMax M2.5Top logical accuracy
Best Value$/1M Tok
MiniMax M2.5Lowest API billing cost
Speed / TokTok/Sec
MiniMax M2.5Fastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

MiniMax M2.5 (2)ByteDance Seed: Seed 1.6 (1)
MiniMax M2.5
2 of 3 Wins
✓Input price✓Output price
ByteDance Seed: Seed 1.6
1 of 3 Wins
✓Context window
MiniMax
Leads 2 of 3
MiniMax M2.5

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

Elo 1,478In: $0.22 · Out: $0.9/1M
bytedance-seed
Leads 1 of 3
ByteDance Seed: Seed 1.6

Auto-discovered from OpenRouter (bytedance-seed/seed-1.6). Preview until a second source matches.

In: $0.25 · Out: $2/1M
Top Rival Showdowns for MiniMax M2.5
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Pro
Preference Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

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 standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile

Overall Matchup Breakdown

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

MiniMax M2.5 (9)vsByteDance Seed: Seed 1.6 (1)
MiniMax M2.5: 9W (90%)Overall: MiniMax M2.5ByteDance Seed: Seed 1.6: 1W (10%)
← MiniMax M2.5ByteDance Seed: Seed 1.6 →
🏆MiniMax M2.5 Leads(5/5)

Intelligence & Reasoning

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

Benchmark
MiniMax M2.5vsByteDance Seed: Seed 1.6
Preference Elo
1,478vs—
Coding Elo
1,536vs—
SWE-bench
75.8%vs—
LiveBench
64.4%vs—
GPQA Diamond
76.2%vs—
MiniMax M2.5: 5WByteDance Seed: Seed 1.6: 0W
🏆MiniMax M2.5 Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
MiniMax M2.5vsByteDance Seed: Seed 1.6
Output speed
90 tok/svs—
Time to first token
250 msvs—
MiniMax M2.5: 2WByteDance Seed: Seed 1.6: 0W
🏆MiniMax M2.5 Leads(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
MiniMax M2.5vsByteDance Seed: Seed 1.6
Output price
$0.9/1Mvs$2/1M+$1.1/1M
Input price
$0.22/1Mvs$0.25/1M+$0.03/1M
Context window
205kvs262k+57k
MiniMax M2.5: 2WByteDance Seed: Seed 1.6: 1W

Side-by-Side Benchmark Matrix

MiniMax M2.5ByteDance Seed: Seed 1.6
Preference Elo
MiniMax M2.51,478
ByteDance Seed: Seed 1.6—
Coding Elo
MiniMax M2.51,536
ByteDance Seed: Seed 1.6—
LiveBench
MiniMax M2.564.4%
ByteDance Seed: Seed 1.6—
SWE-bench
MiniMax M2.575.8%
ByteDance Seed: Seed 1.6—
GPQA Diamond
MiniMax M2.576.2%
ByteDance Seed: Seed 1.6—
Time to first token
MiniMax M2.5250 ms
ByteDance Seed: Seed 1.6—
Output speed
MiniMax M2.590 tok/s
ByteDance Seed: Seed 1.6—
Input priceMiniMax M2.5 +$0.03/1M
MiniMax M2.5$0.22/1M
ByteDance Seed: Seed 1.6$0.25/1M
Output priceMiniMax M2.5 +$1.1/1M
MiniMax M2.5$0.9/1M
ByteDance Seed: Seed 1.6$2/1M
Context windowByteDance Seed: Seed 1.6 +57k
MiniMax M2.5205k
ByteDance Seed: Seed 1.6262k
BenchmarkMiniMax M2.5ByteDance Seed: Seed 1.6Advantage Delta
Preference Elo
1,478
lmarena · Aug 17, 2026
——
Coding Elo
1,536
lmarena · Aug 17, 2026
——
LiveBench
64.4%
livebench · Aug 17, 2026
——
SWE-bench
75.8%
swebench · Aug 17, 2026
——
GPQA Diamond
76.2%
seed-bootstrap · Aug 1, 2026
——
Time to first token
250 ms
seed-bootstrap · Aug 1, 2026
——
Output speed
90 tok/s
seed-bootstrap · Aug 1, 2026
——
Input price
$0.22/1M
openrouter · Aug 17, 2026
$0.25/1M
openrouter · Aug 17, 2026
+$0.03/1M
Output price
$0.9/1M
openrouter · Aug 17, 2026
$2/1M
openrouter · Aug 17, 2026
+$1.1/1M
Context window
205k
openrouter · Aug 17, 2026
262k
openrouter · Aug 17, 2026
+57k

Workload Cost & Savings Calculator

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

Save 45% 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)
MiniMax M2.5$21.20 / mo
In: $7.7Out: $13.5
ByteDance Seed: Seed 1.6$38.75 / mo
In: $8.75Out: $30
Estimated Cost Delta

MiniMax M2.5 is estimated to save $17.55/month ($211/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    MiniMax M2.5:Pick MiniMax M2.5 when you are optimizing output cost.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatMiniMax M2.5

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

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGByteDance Seed: Seed 1.6

Larger window (262k).

Screenshots / visionByteDance Seed: Seed 1.6

ByteDance Seed: Seed 1.6 is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatMiniMax M2.5Lower output list price ($0.9/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGByteDance Seed: Seed 1.6Larger window (262k).
Screenshots / visionByteDance Seed: Seed 1.6ByteDance Seed: Seed 1.6 is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
launchFeb 12, 2026

MiniMax M2.5: the Feb 2026 SWE-bench specialist still on the board

Tied near the top of official SWE-bench bash-only in Feb 2026. Coding lists should still see it.

Cast Your Matchup Vote

0 total votes

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
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
bytedance-seed

ByteDance Seed: Seed 1.6

Elo n/a
SWE-bench—
Speed (tok/s)262k
Input / 1M Tokens$0.25/1M
Output / 1M Tokens$2/1M

Frequently Asked Questions

Which is better overall, MiniMax M2.5 or ByteDance Seed: Seed 1.6?
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, MiniMax M2.5 or ByteDance Seed: Seed 1.6?
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 M2.5 output tokens are $0.9/1M versus $2/1M. Input prices and retry rates still move the real bill.
Which is faster, MiniMax M2.5 or ByteDance Seed: Seed 1.6?
We do not have TTFT for both models.
Which has the larger context window?
ByteDance Seed: Seed 1.6 accepts 262k 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. MiniMax M2.5 and ByteDance Seed: Seed 1.6 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Feb 12, 2026

    MiniMax M2.5: the Feb 2026 SWE-bench specialist still on the board

Similar Head-to-Head Comparisons

All MiniMax M2.5 matchups →|All ByteDance Seed: Seed 1.6 matchups →
Yi-Lightning vs MiniMax M2.5Doubao Pro 1.5 vs MiniMax M2.5Llama 4 Maverick vs MiniMax M2.5Gemini 2.0 Flash Thinking vs MiniMax M2.5DeepSeek V4 Flash vs MiniMax M2.5GLM-5.2 vs MiniMax M2.5