Model Comparator

Compare up to four models using the same criteria.

Agnes 2.5 Pro Beta
Sapiens AI
DeepSeek V4 Flash Vision (Max)
DeepSeek

Differences only

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

Model Comparator
Metrics	Agnes 2.5 Pro Beta Sapiens AI	DeepSeek V4 Flash Vision (Max) DeepSeek
Intelligence	Best: 35.2	34.8
Coding	62.3	Best: 65
Agentic	—	47.5
Speed	118 t/s	Best: 173 t/s
TTFT	1.41 s	Best: 1.13 s
Input · $ / 1M tokens	Best: $0.10	$0.44×4.4 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $0.30	$1.32×4.4 relative to the lowest price among the compared models
Context window	1M	1M
Reasoning	Yes	Yes
Open weights	No	Yes
Cost / task	—	$0.314

Intelligence

Agnes 2.5 Pro Beta: Best: 35.2
DeepSeek V4 Flash Vision (Max): 34.8

Coding

Agnes 2.5 Pro Beta: 62.3
DeepSeek V4 Flash Vision (Max): Best: 65

Agentic

Agnes 2.5 Pro Beta: —
DeepSeek V4 Flash Vision (Max): 47.5

Speed

Agnes 2.5 Pro Beta: 118 t/s
DeepSeek V4 Flash Vision (Max): Best: 173 t/s

TTFT

Agnes 2.5 Pro Beta: 1.41 s
DeepSeek V4 Flash Vision (Max): Best: 1.13 s

Input · $ / 1M tokens

Agnes 2.5 Pro Beta: Best: $0.10
DeepSeek V4 Flash Vision (Max): $0.44×4.4 relative to the lowest price among the compared models

Output · $ / 1M tokens

Agnes 2.5 Pro Beta: Best: $0.30
DeepSeek V4 Flash Vision (Max): $1.32×4.4 relative to the lowest price among the compared models

Context window

Agnes 2.5 Pro Beta: 1M
DeepSeek V4 Flash Vision (Max): 1M

Reasoning

Agnes 2.5 Pro Beta: Yes
DeepSeek V4 Flash Vision (Max): Yes

Open weights

Agnes 2.5 Pro Beta: No
DeepSeek V4 Flash Vision (Max): Yes

Cost / task

Agnes 2.5 Pro Beta: —
DeepSeek V4 Flash Vision (Max): $0.314

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.

Agnes 2.5 Pro Beta35.2 · $0.15
DeepSeek V4 Flash Vision (Max)34.8 · $0.66