Model comparison
GLM-4.6 vs LFM2.5-VL-450M
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: GLM-4.6 #85 (Supported); LFM2.5-VL-450M unranked (Not scored). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. GLM-4.6 and LFM2.5-VL-450M share 0 comparable benchmark results. 0 of 8 categories are comparable. 14 results are unique to GLM-4.6; 7 to LFM2.5-VL-450M.
Updated July 23, 2026- Shared results
- 0
- GLM-4.6 only
- 14
- LFM2.5-VL-450M only
- 7
- Comparable categories
- 0 / 8
Benchmark data for GLM-4.6 and LFM2.5-VL-450M 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.
GLM-4.6 has the larger context window at 200K, 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 | GLM-4.6 | LFM2.5-VL-450M | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | GLM-4.6Not available | LFM2.5-VL-450M$0 input / $0 output | A complete price comparison is not available. |
| Generation speedtokens per second | GLM-4.6Not available | LFM2.5-VL-450MNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | GLM-4.6Not available | LFM2.5-VL-450MNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | GLM-4.6200K | LFM2.5-VL-450M128K | GLM-4.6 lists the larger context window. |
Benchmark Deep Dive
Agentic2 benchmarks
Coding2 benchmarks
Reasoning2 benchmarks
Knowledge8 benchmarks
| Benchmark | GLM-4.6 | LFM2.5-VL-450M | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 23.0% | — | Not comparable |
| AA-GPQA DiamondSource | 63.2% | — | Not comparable |
| AA-HLESource | 5.2% | — | Not comparable |
| AA-Omniscience IndexSource | -31.6% | — | Not comparable |
| AA-Omniscience AccuracySource | 20.8% | — | Not comparable |
| AA-Omniscience Hallucination RateSource | 66.1% | — | Not comparable |
| GPQASource | — | 25.7% | Not comparable |
| MMLU-ProSource | — | 19.3% | Not comparable |
Math2 benchmarks
Multimodal3 benchmarks
Frequently Asked Questions (3)
Can I compare GLM-4.6 and LFM2.5-VL-450M 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 GLM-4.6 and LFM2.5-VL-450M today?
LFM2.5-VL-450M: $0.00 input / $0.00 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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