Model comparison
LFM2.5-VL-450M-Extract vs o3-mini
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-Extract unranked (Not scored); o3-mini #136 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. LFM2.5-VL-450M-Extract and o3-mini share 0 comparable benchmark results. 0 of 8 categories are comparable. 3 results are unique to LFM2.5-VL-450M-Extract; 10 to o3-mini.
Updated July 23, 2026- Shared results
- 0
- LFM2.5-VL-450M-Extract only
- 3
- o3-mini only
- 10
- Comparable categories
- 0 / 8
Benchmark data for LFM2.5-VL-450M-Extract and o3-mini 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.
o3-mini has the larger context window at 200K, compared with 128K for LFM2.5-VL-450M-Extract.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | LFM2.5-VL-450M-Extract | o3-mini | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | LFM2.5-VL-450M-ExtractNot available | o3-mini$1.1 input / $4.4 output | A complete price comparison is not available. |
| Generation speedtokens per second | LFM2.5-VL-450M-ExtractNot available | o3-mini160 tok/s | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | LFM2.5-VL-450M-ExtractNot available | o3-mini7.12 s | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | LFM2.5-VL-450M-Extract128K | o3-mini200K | o3-mini lists the larger context window. |
Benchmark Deep Dive
Agentic1 benchmarks
| Benchmark | LFM2.5-VL-450M-Extract | o3-mini | Result |
|---|---|---|---|
| τ²-bench resultsSource | — | 28.7% | Not comparable |
Coding2 benchmarks
Knowledge5 benchmarks
Math1 benchmarks
| Benchmark | LFM2.5-VL-450M-Extract | o3-mini | Result |
|---|---|---|---|
| AIME 2024Source | — | 87.3% | Not comparable |
Multimodal3 benchmarks
Inst. Following1 benchmarks
| Benchmark | LFM2.5-VL-450M-Extract | o3-mini | Result |
|---|---|---|---|
| IFEvalSource | — | 93.9% | Not comparable |
Frequently Asked Questions (3)
Can I compare LFM2.5-VL-450M-Extract and o3-mini 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-Extract and o3-mini today?
o3-mini: $1.10 input / $4.40 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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