Deterministic Stack Engine

Best AI Stack for vision and screenshots

Multimodal models only. Preference Elo and latency for UI-understanding jobs.

Objective Weight Distribution

Elo:35%TTFT:25%Speed:20%Out $:20%

Recommended PickScore 80.9 / 100

Gemini 3.7 Flash

Google · Closed flagship

elo p76ttft ms p99tokens per sec p99output price per m p49

Output: $1.875/1MSWE-bench: 72.4%

View full model fact sheet

Full Stack Leaderboard

Ranked alternatives optimized for vision and screenshots based on objective benchmark weighting.

#2GPT-5.6 Luna(OpenAI)

Score 75.3

eloP49ttft msP98tokens per secP95output price per mP73

Rank #2 in stackvs #1

#3Gemini 3.6 Flash(Google)

Score 74.2

eloP68ttft msP96tokens per secP98output price per mP34

Rank #3 in stackvs #1

#4Gemini 3 Flash(Google)

Score 73.2

eloP66ttft msP94tokens per secP96output price per mP37

Rank #4 in stackvs #1

#5GPT-5.6 Terra(OpenAI)

Score 67.4

eloP81ttft msP77tokens per secP74output price per mP25

Rank #5 in stackvs #1

#6Grok 4.6(xAI)

Score 67.0

eloP94ttft msP61tokens per secP69output price per mP25

Rank #6 in stackvs #1

#7Seed 2.1 Turbo(ByteDance)

Score 66.5

eloP54ttft msP88tokens per secP89output price per mP39

Rank #7 in stackvs #1

#8Llama 4 Scout(Meta)

Score 66.3

eloP32ttft msP86tokens per secP86output price per mP82

Rank #8 in stackvs #1

#9Llama 4 Maverick(Meta)

Score 64.5

eloP51ttft msP73tokens per secP76output price per mP66

Rank #9 in stackvs #1

#10Claude Sonnet 5(Anthropic)

Score 64.3

eloP84ttft msP70tokens per secP69output price per mP18

Rank #10 in stackvs #1