LFM2.5-2.6B vs LFM2.5-8B-A1B

Change models
LFM2.5-2.6BLiquidAI
LFM2.5-8B-A1BLiquidAI
IndexAll categories, out of 100.
29.3 ±6.0
30.6 ±7.5 best
GapIndex points below the top.
−1.3 · no clear gap
Top
CoverageIndex weight that has results.
85% best
70%
SpeedOutput tokens per second.
189/s
335/s best
EloLMArena rating and rank.
—
—
ReleasedMonth of release.
2026-08
2026-05
Input / 1MUS dollars per 1M input tokens.
$0.35
—
Output / 1MUS dollars per 1M output tokens.
$0.50
—
1K chats2K tokens in, 500 out, each.
$0.95
—
1K documents20K tokens in, 1K out, each.
$7.50
—
1K agent tasks200K tokens in, 20K out, each.
$80.00
—
ContextMaximum tokens in one request.
128K
128K
AgenticMulti-step tasks with tools.
32.0
46.3 best
CodingCode writing and repair.
23.9
—
ReasoningLogic problems and puzzles.
24.0 best
22.1
MultimodalTasks with images and text.
—
—
KnowledgeFacts and expert knowledge.
29.5 best
26.0
MultilingualTasks in many languages.
—
5.0
InstructionTasks with strict prompt rules.
44.3
44.8 best
MathMath problems.
27.2 best
27.1

Benchmarks

7 shared
Only LFM2.5-2.6B: 6Only LFM2.5-8B-A1B: 14
LFM2.5-2.6B
LFM2.5-8B-A1B
6.2%169 / 222
6.9% best163 / 222
5.7% best202 / 217
0.0%204 / 217
0.0%150 / 214
0.0%150 / 214
55.8% best167 / 199
51.3%171 / 199
59.2% best44 / 57
56.5%47 / 57
51.9% best41 / 53
42.5%45 / 53
56.9% best15 / 26
49.7%18 / 26