LFM2.5-2.6B
liquidai/lfm-2.5-2.6b- Liquidai
- Family · LFM2
- Released 4 Aug 2026
- Open weights
- Text → Text
- Tools · JSON
Not on OSMEXO yet
Spec & list price
Context125K
Max output8K
Input / 1M$0.35
Output / 1M$0.501.4× input
Scores · standing
Intelligence8.4#296/489
Coding7.7#183/196
Usage
Tokens / day1.3B▲ 189% 7d
Usage rank#183
Requests / day411
Tool calls / req0.21
Per request · 30 days
Avg input3.7K0.3× median
Avg output696about median
Cache hit30%0.4× median
Reasoning share80%1.4× median
Tool-call failures1.5%0.8× median
Consumption
Peak 8.7M 28 OctLow 47.6K 23 OctRank today #183
News & trends
Trending · 14 days · LFM2 family
News · latest from Liquidai
Benchmarks
bar = share of the top score · Benchmark data: Artificial AnalysisSpeed · median across 2 providers, latest day
Output speed#8/334266 tok/s4.0× faster than median
Fastest provider376 tok/sbest of 2 providers
First token#50.23 s4.5× quicker than median
#24 cheapest of 44 with a similar score
Value
Intelligence Index
Blended price per 1M tokens (log)
Family progress
Intelligence Index
- Family releases8.4
Technical details
- Tokenizer
- Other
- License
- other
- Parameters
- 2.7B
- Moderation
- none
- Downloads · likes
- 69.6K · 859
Request parameters 19
- tools
- tool_choice
- response_format
- structured_outputs
- reasoning
- include_reasoning
- temperature
- top_p
- top_k
- min_p
+9 more
- max_tokens
- max_completion_tokens
- stop
- seed
- frequency_penalty
- logprobs
- presence_penalty
- repetition_penalty
- top_logprobs
Interesting facts
- Less output room than similar models (8.2K against a 49.2K median).
- Released 90 days ago, the newest of 8 LFM2 models.
- Weekdays average 837.7K tokens a day against 874.0K on weekends.
When to use
Best for
- On-device and edge assistants
- Lightweight classification and routing
- Cheap, fast text rewriting and extraction
- Self-hosted deployments (open weights)
Think twice for
- Coding agents
- Long document Q&A (small context)
- Complex multi-step reasoning
- Image input (text only)
Same family
LFM2- 4.8
- 5.9
- 4.9
- 5.2
- 5.2
- 5.2
- 7.2
Alternatives
other vendors · similar capability- 11.6
- 13.1
- 6.7
- 10.2
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