Model Comparator

Compare up to four models using the same criteria.

Qwen3 235B A22B (Non-reasoning)
Alibaba
LiquidAI: LFM2.5-2.6B
Liquid

Differences only

✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.

Model Comparator
Metrics	Qwen3 235B A22B (Non-reasoning) Alibaba	LiquidAI: LFM2.5-2.6B Liquid
Intelligence	8.3	Best: 8.4
Coding	—	7.7
Math	23.7	—
Speed	63.4 t/s	—
TTFT	2.75 s	—
Input · $ / 1M tokens	$0.70×2 relative to the lowest price among the compared models	Best: $0.35
Output · $ / 1M tokens	$2.80×5.6 relative to the lowest price among the compared models	Best: $0.50
Context window	33K	Best: 128K
Reasoning	No	Yes
Open weights	Yes	Yes

Intelligence

Qwen3 235B A22B (Non-reasoning): 8.3
LiquidAI: LFM2.5-2.6B: Best: 8.4

Coding

Qwen3 235B A22B (Non-reasoning): —
LiquidAI: LFM2.5-2.6B: 7.7

Math

Qwen3 235B A22B (Non-reasoning): 23.7
LiquidAI: LFM2.5-2.6B: —

Speed

Qwen3 235B A22B (Non-reasoning): 63.4 t/s
LiquidAI: LFM2.5-2.6B: —

TTFT

Qwen3 235B A22B (Non-reasoning): 2.75 s
LiquidAI: LFM2.5-2.6B: —

Input · $ / 1M tokens

Qwen3 235B A22B (Non-reasoning): $0.70×2 relative to the lowest price among the compared models
LiquidAI: LFM2.5-2.6B: Best: $0.35

Output · $ / 1M tokens

Qwen3 235B A22B (Non-reasoning): $2.80×5.6 relative to the lowest price among the compared models
LiquidAI: LFM2.5-2.6B: Best: $0.50

Context window

Qwen3 235B A22B (Non-reasoning): 33K
LiquidAI: LFM2.5-2.6B: Best: 128K

Reasoning

Qwen3 235B A22B (Non-reasoning): No
LiquidAI: LFM2.5-2.6B: Yes

Open weights

Qwen3 235B A22B (Non-reasoning): Yes
LiquidAI: LFM2.5-2.6B: Yes

Each reasoning level remains a separate configuration.

Score and cost

Each line joins the reasoning levels of a compared model; the large point marks the configuration in the table. The top-right corner holds the best score for the lowest cost. Select another point to compare that level.

Qwen3 235B A22B (Non-reasoning)8.3 · $1.23
LiquidAI: LFM2.5-2.6B8.4 · $0.387