LFM3-1.7B Release - IFEval: leaderboard

Liquid AI LFM 3 text release card; vendor reruns in vLLM BF 16 at each full context length (262144 for LFM 3 and Qwen 3.5; 131072 for other models). Default temperature 0.6 and top_p 0.95. BFCL V 4 greedy/max 32768; ToolSandbox greedy/max 1024; LiveClaw OpenClaw/max 8192; Claw-Eval greedy/3 trials; BrowseComp-Plus OpenClaw/greedy/max 8192; WebArena max 40 steps; MCP-Atlas max 256 turns; EnterpriseOps/Automation max 50 turns; SWE-bench OpenCode/max 250 turns; Terminal-Bench 2.1 OpenCode/max 100 turns. Context is the output limit otherwise. No additional reasoning effort is inferred. Metric: Score (%).

Metric: Score (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 6 models tracked.

Top models

#ModelScoreOverall rank
1LFM3-1.7B96.66#501
2LFM2.5-2.6B95.39#836
3Qwen 3.5 4B92.52#514
4Qwen 3.5 9B92.08#391
5Gemma 4 E4B90.02#762
6MiniCPM5-2B87.83#596

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=lfm3-1-7b-release-ifeval · How It Works · Data refreshed daily, snapshot 2026-11-05.