What is the best vision llm right now?

Gemini 3.7 Flash is the current #1 on this list. Rankings move when daily ingest updates SWE-bench, Elo, price, or latency.

How is this list ranked?

Multimodal models only. Preference Elo and latency for UI-understanding jobs. Weights: Elo 35%, TTFT 25%, Speed 20%, Out $ 20%.

Is preference Elo the only score?

Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. This list uses a named Stack Engine mix — Elo is only one input when the job is “best chatbot,” not when the job is “cheapest coding agent.”

Why should I trust this over a tweet?

Every cell has a source and an as-of date. We noindex thin pages and we do not fill missing scores. Open the model or pair page and read the snapshot.

Search Intent · best vision llm

Best vision LLM in 2026

Models marked multimodal, ranked on Elo and latency for screenshot and document jobs.

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

Current #1 Ranked PickScore 81.5 / 100

Gemini 3.7 Flash

Google · Closed flagship

Elo: 1,530 (Top 23%)TTFT: 82 ms (Top 1%)Speed: 215 tok/s (Top 1%)Out $: $1.875/1M (Top 50%)

SWE-bench: 72.4%Elo: 1,530

View full model fact sheet

Complete Ranked Category List

Models ranked by verified benchmark weights across SWE-bench and coding preference evaluations.

#1Gemini 3.7 Flash(Google)

Score 81.5

Elo: 1,530 (Top23%)TTFT: 82 ms (Top1%)Speed: 215 tok/s (Top1%)Out $: $1.875/1M (Top50%)

🏆 #1 Overall Leader

#2GPT-5.6 Luna(OpenAI)

Score 75.3

Elo: 1,466 (Top51%)TTFT: 88 ms (Top2%)Speed: 188 tok/s (Top5%)Out $: $0.6/1M (Top27%)

Rank #2vs #1

#3Gemini 3.6 Flash(Google)

Score 74.8

Elo: 1,506 (Top31%)TTFT: 92 ms (Top4%)Speed: 198 tok/s (Top2%)Out $: $3.75/1M (Top65%)

Rank #3vs #1

#4Gemini 3 Flash(Google)

Score 73.6

Elo: 1,495 (Top33%)TTFT: 95 ms (Top6%)Speed: 190 tok/s (Top4%)Out $: $3/1M (Top63%)

Rank #4vs #1

#5GPT-5.6 Terra(OpenAI)

Score 67.4

Elo: 1,548 (Top19%)TTFT: 160 ms (Top23%)Speed: 128 tok/s (Top26%)Out $: $6/1M (Top75%)

Rank #5vs #1

#6Grok 4.6(xAI)

Score 66.9

Elo: 1,592 (Top6%)TTFT: 195 ms (Top40%)Speed: 118 tok/s (Top30%)Out $: $6/1M (Top75%)

Rank #6vs #1

#7Seed 2.1 Turbo(ByteDance)

Score 66.3

Elo: 1,472 (Top47%)TTFT: 120 ms (Top12%)Speed: 160 tok/s (Top11%)Out $: $2.5/1M (Top60%)

Rank #7vs #1

#8Llama 4 Scout(Meta)

Score 66.0

Elo: 1,412 (Top69%)TTFT: 130 ms (Top14%)Speed: 155 tok/s (Top14%)Out $: $0.3/1M (Top18%)

Rank #8vs #1

#9Llama 4 Maverick(Meta)

Score 64.7

Elo: 1,468 (Top49%)TTFT: 170 ms (Top27%)Speed: 130 tok/s (Top24%)Out $: $0.8/1M (Top33%)

Rank #9vs #1

#10Claude Sonnet 5(Anthropic)

Score 64.5

Elo: 1,556 (Top16%)TTFT: 175 ms (Top30%)Speed: 118 tok/s (Top30%)Out $: $10/1M (Top82%)

Rank #10vs #1

#11Gemini 2.0 Flash Thinking(Google)

Score 63.3

Elo: 1,490 (Top38%)TTFT: 220 ms (Top49%)Speed: 115 tok/s (Top33%)Out $: $0.4/1M (Top23%)

Rank #11vs #1

#12Gemini 3.6 Pro(Google)

Score 63.1

Elo: 1,570 (Top9%)TTFT: 205 ms (Top43%)Speed: 102 tok/s (Top43%)Out $: $5/1M (Top72%)

Rank #12vs #1

Frequently asked questions

Plain-English methodology and leaderboard answers

: Gemini 3.7 Flash is the current #1 on this list. Rankings move when daily ingest updates SWE-bench, Elo, price, or latency.

What is preference Elo? · How rankings update

Search Intent · best vision llm

Best vision LLM in 2026

Models marked multimodal, ranked on Elo and latency for screenshot and document jobs.

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

Current #1 Ranked PickScore 81.5 / 100

Gemini 3.7 Flash

Google · Closed flagship

Elo: 1,530 (Top 23%)TTFT: 82 ms (Top 1%)Speed: 215 tok/s (Top 1%)Out $: $1.875/1M (Top 50%)

SWE-bench: 72.4%Elo: 1,530

View full model fact sheet

Complete Ranked Category List

Models ranked by verified benchmark weights across SWE-bench and coding preference evaluations.

#1Gemini 3.7 Flash(Google)

Score 81.5

Elo: 1,530 (Top23%)TTFT: 82 ms (Top1%)Speed: 215 tok/s (Top1%)Out $: $1.875/1M (Top50%)

🏆 #1 Overall Leader

#2GPT-5.6 Luna(OpenAI)

Score 75.3

Elo: 1,466 (Top51%)TTFT: 88 ms (Top2%)Speed: 188 tok/s (Top5%)Out $: $0.6/1M (Top27%)

Rank #2vs #1

#3Gemini 3.6 Flash(Google)

Score 74.8

Elo: 1,506 (Top31%)TTFT: 92 ms (Top4%)Speed: 198 tok/s (Top2%)Out $: $3.75/1M (Top65%)

Rank #3vs #1

#4Gemini 3 Flash(Google)

Score 73.6

Elo: 1,495 (Top33%)TTFT: 95 ms (Top6%)Speed: 190 tok/s (Top4%)Out $: $3/1M (Top63%)

Rank #4vs #1

#5GPT-5.6 Terra(OpenAI)

Score 67.4

Elo: 1,548 (Top19%)TTFT: 160 ms (Top23%)Speed: 128 tok/s (Top26%)Out $: $6/1M (Top75%)

Rank #5vs #1

#6Grok 4.6(xAI)

Score 66.9

Elo: 1,592 (Top6%)TTFT: 195 ms (Top40%)Speed: 118 tok/s (Top30%)Out $: $6/1M (Top75%)

Rank #6vs #1

#7Seed 2.1 Turbo(ByteDance)

Score 66.3

Elo: 1,472 (Top47%)TTFT: 120 ms (Top12%)Speed: 160 tok/s (Top11%)Out $: $2.5/1M (Top60%)

Rank #7vs #1

#8Llama 4 Scout(Meta)

Score 66.0

Elo: 1,412 (Top69%)TTFT: 130 ms (Top14%)Speed: 155 tok/s (Top14%)Out $: $0.3/1M (Top18%)

Rank #8vs #1

#9Llama 4 Maverick(Meta)

Score 64.7

Elo: 1,468 (Top49%)TTFT: 170 ms (Top27%)Speed: 130 tok/s (Top24%)Out $: $0.8/1M (Top33%)

Rank #9vs #1

#10Claude Sonnet 5(Anthropic)

Score 64.5

Elo: 1,556 (Top16%)TTFT: 175 ms (Top30%)Speed: 118 tok/s (Top30%)Out $: $10/1M (Top82%)

Rank #10vs #1

#11Gemini 2.0 Flash Thinking(Google)

Score 63.3

Elo: 1,490 (Top38%)TTFT: 220 ms (Top49%)Speed: 115 tok/s (Top33%)Out $: $0.4/1M (Top23%)

Rank #11vs #1

#12Gemini 3.6 Pro(Google)

Score 63.1

Elo: 1,570 (Top9%)TTFT: 205 ms (Top43%)Speed: 102 tok/s (Top43%)Out $: $5/1M (Top72%)

Rank #12vs #1

Frequently asked questions

Plain-English methodology and leaderboard answers

: Gemini 3.7 Flash is the current #1 on this list. Rankings move when daily ingest updates SWE-bench, Elo, price, or latency.

What is preference Elo? · How rankings update