Model comparison
MiniMax M2.5 vs o4-mini (high)
Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: MiniMax M2.5 #55 (Supported); o4-mini (high) #118 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. MiniMax M2.5 and o4-mini (high) share 0 comparable benchmark results. 0 of 8 categories are comparable. 1 result is unique to MiniMax M2.5; 2 to o4-mini (high).
Updated July 21, 2026- Shared results
- 0
- MiniMax M2.5 only
- 1
- o4-mini (high) only
- 2
- Comparable categories
- 0 / 8
Benchmark data for MiniMax M2.5 and o4-mini (high) is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.
o4-mini (high) has the larger context window at 200K, compared with 128K for MiniMax M2.5.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | MiniMax M2.5 | o4-mini (high) | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | MiniMax M2.5$0.3 input / $1.2 output | o4-mini (high)Not available | A complete price comparison is not available. |
| Generation speedtokens per second | MiniMax M2.546 tok/s | o4-mini (high)161 tok/s | o4-mini (high) has the higher measured throughput. |
| First-answer latencyseconds to first token | MiniMax M2.52.12 s | o4-mini (high)21.94 s | MiniMax M2.5 reaches the first token sooner. |
| Context windowmaximum listed tokens | MiniMax M2.5128K | o4-mini (high)200K | o4-mini (high) lists the larger context window. |
Benchmark Deep Dive
Frequently Asked Questions (3)
Can I compare MiniMax M2.5 and o4-mini (high) on BenchLM yet?
Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.
Why does this comparison show “coming soon”?
BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.
What data is available for MiniMax M2.5 and o4-mini (high) today?
MiniMax M2.5: $0.30 input / $1.20 output per 1M tokens o4-mini (high): Pricing unavailable Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
Related Comparisons
Explore More
Choose a model with this week’s evidence
Join 2,000+ readers for ranking moves, pricing changes, and the claims that still need proof.
One email each week. Unsubscribe anytime.