GPQA DiamondVerified
51.3%
GPQA Diamond (AA run)
Models / Liquid
LFM2.5-8B-A1B
LFM · Released 2026-06-08
Liquid's compact LFM 2.5 model evaluated by Artificial Analysis on 8 Jun. Keep it in the efficiency lane until local benchmark and pricing rows are imported.
Tiny efficiency model for routing, extraction, and on-device-adjacent experiments where footprint matters more than peak reasoning.
Composite17
Context128K
Input / 1M—
Output / 1M—
Knowledge cutoffopen
Statuslightweight
Family profile
Best published score in each covered benchmark family.
19/100 avg
- Reasoning
- 51
- Agentic
- 5
- Long context
- 0
3 tested benchmark families
Benchmark placements
Per-benchmark positions
Where LFM2.5-8B-A1B places on each public benchmark source that publishes a row. Rank counts every model with a latest row in the same test — not a universal quality score.
| Benchmark | Family | Rank | Score | Source | Date |
|---|---|---|---|---|---|
| Terminal-Bench | Agentic | #162/ 167 | 5 | Artificial Analysis | 2026-09-28 |
| Humanity's Last Exam | Reasoning | #169/ 186 | 7 | Artificial Analysis | 2026-09-28 |
| AA output speed | Performance | #175/ 195 | Artificial Analysis | 2026-09-28 | |
| GPQA Diamond | Reasoning | #177/ 184 | 51 | Artificial Analysis | 2026-09-28 |
| AA-LCR | Long context | #184/ 184 | 0 | Artificial Analysis | 2026-09-28 |
Family context
Strongest rows in each family
The three highest-scoring models with pages in each capability family. Where LFM2.5-8B-A1B shows up, it's highlighted.
ReasoningLFM2.5-8B-A1B · 51
- 196
- 295
- 395
Math
- 152
- 252
- 350
AgenticLFM2.5-8B-A1B · 5
- 191
- 289
- 389
Long context
- 189
- 286
- 385
Newest receipts
5 recentLast 120 days
Benchmark rows added to the public ledger for LFM2.5-8B-A1B in the last 120 days. Older rows live in the full table below.
| Benchmark | Family | Score | Source | Days ago |
|---|---|---|---|---|
| AA-LCR | Long context | 0% | Artificial Analysis | 24 |
| AA output speed | Performance | 0 t/s | Artificial Analysis | 24 |
| GPQA Diamond | Reasoning | 51.3% | Artificial Analysis | 24 |
| Humanity's Last Exam | Reasoning | 6.9% | Artificial Analysis | 24 |
| Terminal-Bench | Agentic | 4.55% | Artificial Analysis | 24 |
Family coverage
Best score per family
A high composite that hides a weak family is a trap. These bars surface the families where this model hasn't been publicly tested, and where it leads.
Price vs. performance
Where LFM2.5-8B-A1B sits on the scatter
Hover any dot for name, score, and input price. Keyboard: tab through the top twelve, or use the ranking below.
AnthropicOpenAIGoogleAlibabaMetaZhipuxAIDeepSeekMiniMaxXiaomiMoonshotOtherMeituanMistralNVIDIACohere
Full benchmark ledger
Every catalog benchmark for LFM2.5-8B-A1B. Scores link to the original source; gaps mean no public row exists yet.
5 of 13 catalog benchmarks have a sourced row for LFM2.5-8B-A1B.
Reasoning
Humanity's Last ExamVerified
6.9%
HLE (AA run)
Agentic
Terminal-BenchVerified
4.55%
Terminal-Bench Hard (AA run)
Long context
AA-LCRVerified
0%
AA-LCR (AA run)
Performance
AA output speedVerified
0 t/s
Median output tokens/s (1k prompt, default provider)
Sources
Where the numbers come from
- Artificial Analysis models index· checked 2026-06-14
Questions this model page answers
Every answer below is assembled from the dated fields on this page. Nothing is written separately for search.
What is LFM2.5-8B-A1B?
LFM2.5-8B-A1B is a Liquid model: Liquid's compact LFM 2.5 model evaluated by Artificial Analysis on 8 Jun. Keep it in the efficiency lane until local benchmark and pricing rows are imported.
What is LFM2.5-8B-A1B for?
Tiny efficiency model for routing, extraction, and on-device-adjacent experiments where footprint matters more than peak reasoning.
What does LFM2.5-8B-A1B cost?
LFM2.5-8B-A1B lists — input and — output per 1M tokens. Pricing last checked 2026-06-14.
How large is the LFM2.5-8B-A1B context window?
LFM2.5-8B-A1B publishes a 128K token context window.
What is the VerdictPal status of LFM2.5-8B-A1B?
LFM2.5-8B-A1B carries Lightweight status on the model atlas.
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