Model comparison
LFM2.5-VL-450M vs MiMo-V2.5
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: LFM2.5-VL-450M unranked (Not scored); MiMo-V2.5 #62 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. LFM2.5-VL-450M and MiMo-V2.5 share 0 comparable benchmark results. 0 of 8 categories are comparable. 7 results are unique to LFM2.5-VL-450M; 11 to MiMo-V2.5.
Updated July 21, 2026- Shared results
- 0
- LFM2.5-VL-450M only
- 7
- MiMo-V2.5 only
- 11
- Comparable categories
- 0 / 8
Benchmark data for LFM2.5-VL-450M and MiMo-V2.5 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.
MiMo-V2.5 has the larger context window at 1M, compared with 128K for LFM2.5-VL-450M.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | LFM2.5-VL-450M | MiMo-V2.5 | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | LFM2.5-VL-450M$0 input / $0 output | MiMo-V2.5Not available | A complete price comparison is not available. |
| Generation speedtokens per second | LFM2.5-VL-450MNot available | MiMo-V2.5Not available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | LFM2.5-VL-450MNot available | MiMo-V2.5Not available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | LFM2.5-VL-450M128K | MiMo-V2.51M | MiMo-V2.5 lists the larger context window. |
Benchmark Deep Dive
Agentic6 benchmarks
Coding2 benchmarks
Knowledge2 benchmarks
Multimodal7 benchmarks
| Benchmark | LFM2.5-VL-450M | MiMo-V2.5 | Result |
|---|---|---|---|
| MMMUSource | 32.7% | — | Not comparable |
| RealWorldQASource | 58.4% | — | Not comparable |
| CountBenchSource | 73.3% | — | Not comparable |
| Video-MME (with subtitle)Source | — | 87.7% | Not comparable |
| CharXivSource | — | 81% | Not comparable |
| MMMU-ProSource | — | 77.9% | Not comparable |
| Design Arena WebsiteSource | — | 1291 | Not comparable |
Inst. Following1 benchmarks
| Benchmark | LFM2.5-VL-450M | MiMo-V2.5 | Result |
|---|---|---|---|
| IFEvalSource | 61.2% | — | Not comparable |
Frequently Asked Questions (3)
Can I compare LFM2.5-VL-450M and MiMo-V2.5 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 LFM2.5-VL-450M and MiMo-V2.5 today?
LFM2.5-VL-450M: $0.00 input / $0.00 output per 1M tokens MiMo-V2.5: Pricing unavailable Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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