Gemini 2.0 Flash vs LFM2.5-2.6B

Change models
LFM2.5-2.6BLiquidAI
IndexAll categories, out of 100.
29.5 ±4.7 best
29.3 ±6.0
GapIndex points below the top.
Top
−0.2 · no clear gap
CoverageIndex weight that has results.
95% best
85%
SpeedOutput tokens per second.
—
189/s
EloLMArena rating and rank.
—
—
ReleasedMonth of release.
2025-02
2026-08
Input / 1MUS dollars per 1M input tokens.
—
$0.35
Output / 1MUS dollars per 1M output tokens.
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$0.50
1K chats2K tokens in, 500 out, each.
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$0.95
1K documents20K tokens in, 1K out, each.
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$7.50
1K agent tasks200K tokens in, 20K out, each.
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$80.00
ContextMaximum tokens in one request.
1M best
128K
AgenticMulti-step tasks with tools.
22.4
32.0 best
CodingCode writing and repair.
11.2
23.9 best
ReasoningLogic problems and puzzles.
35.1 best
24.0
MultimodalTasks with images and text.
37.0
—
KnowledgeFacts and expert knowledge.
35.7 best
29.5
MultilingualTasks in many languages.
—
—
InstructionTasks with strict prompt rules.
26.6
44.3 best
MathMath problems.
28.1 best
27.2

Benchmarks

5 shared
Only Gemini 2.0 Flash: 15Only LFM2.5-2.6B: 8
Gemini 2.0 Flash
LFM2.5-2.6B
4.3%190 / 222
6.2% best169 / 222
31.3% best179 / 217
5.7%202 / 217
0.0%150 / 214
0.0%150 / 214
62.3% best153 / 199
55.8%167 / 199
29.7%49 / 53
51.9% best41 / 53