Catalog data · Updated July 24, 2026

Largest Context Window LLMs

Compare active text-generation model identities with recorded context windows of at least 128,000 tokens. Large outlier values are excluded from the ranking.

Objective catalog fields No overall quality score
595
Long-context identities
26
Providers shown
1
Data sections
6,154
Catalog records

Largest context windows

Active text-generation identities from 128,000 through 10 million tokens.

Showing 50 of 595

Model Provider offers Why listed Context Input / output price Updated
Grok 4 Fast
grok-4-fast
Zenmux
1 offer
2000000 token context 2,000,000
$0.20 / $0.50
per 1M tokens, when known
September 19, 2025
Grok 4.1 Fast
grok-4.1-fast
Zenmux
1 offer
2000000 token context 2,000,000
$0.20 / $0.50
per 1M tokens, when known
November 20, 2025
Grok 4.1 Fast Non Reasoning
grok-4.1-fast-non-reasoning
Zenmux
1 offer
2000000 token context 2,000,000
$0.20 / $0.50
per 1M tokens, when known
November 20, 2025
Grok 4.20
grok-4-20
Venice
1 offer
2000000 token context 2,000,000
$1.42 / $2.83
per 1M tokens, when known
June 11, 2026
Grok 4.20 Multi-Agent
grok-4-20-multi-agent
Venice
1 offer
2000000 token context 2,000,000
$1.42 / $2.83
per 1M tokens, when known
June 11, 2026
Pareto Code Router
openrouter/pareto-code
Openrouter
1 offer
2000000 token context 2,000,000
N/A / N/A
per 1M tokens, when known
April 21, 2026
x-ai/grok-4.2-fast
grok-4.2-fast
Zenmux
1 offer
2000000 token context 2,000,000
$3.00 / $9.00
per 1M tokens, when known
March 20, 2026
x-ai/grok-4.2-fast-non-reasoning
grok-4.2-fast-non-reasoning
Zenmux
1 offer
2000000 token context 2,000,000
$3.00 / $9.00
per 1M tokens, when known
March 20, 2026
xAI: Grok 4.20
grok-4.20
Openrouter
1 offer
2000000 token context 2,000,000
$1.25 / $2.50
per 1M tokens, when known
March 31, 2026
xAI: Grok 4.20 Multi-Agent
grok-4.20-multi-agent
Openrouter
1 offer
2000000 token context 2,000,000
$1.25 / $2.50
per 1M tokens, when known
March 31, 2026
Meta: Llama 4 Scout
llama-4-scout
Openrouter
1 offer
1310720 token context 1,310,720
$0.10 / $0.30
per 1M tokens, when known
April 5, 2025
Google: Gemini 3.1 Flash Lite Preview
gemini-3.1-flash-lite-preview
Openrouter, Zenmux
2 offers
1050000 token context 1,050,000
$0.25 / $1.50
per 1M tokens, when known
March 3, 2026
GPT-5.4
gpt-5.4
Nearai, Openai, Opencode +2
5 offers
1050000 token context 1,050,000
$2.50 / $15.00
per 1M tokens, when known
March 20, 2026
GPT-5.4 Pro
gpt-5.4-pro
Openai, Opencode, Openrouter +1
4 offers
1050000 token context 1,050,000
$30.00 / $180.00
per 1M tokens, when known
March 20, 2026
GPT-5.5
gpt-5.5
Nearai, Openai, Opencode +2
5 offers
1050000 token context 1,050,000
$5.00 / $30.00
per 1M tokens, when known
April 23, 2026
GPT-5.5 Pro
gpt-5.5-pro
Openai, Opencode, Openrouter +1
4 offers
1050000 token context 1,050,000
$30.00 / $180.00
per 1M tokens, when known
April 24, 2026
GPT-5.6
gpt-5.6
Openai
1 offer
1050000 token context 1,050,000
$5.00 / $30.00
per 1M tokens, when known
July 9, 2026
OpenAI GPT Latest
gpt-latest
Openrouter
1 offer
1050000 token context 1,050,000
$5.00 / $30.00
per 1M tokens, when known
April 27, 2026
OpenAI: GPT-5.6 Luna
gpt-5.6-luna
Openai, Openrouter, Zenmux
3 offers
1050000 token context 1,050,000
$1.00 / $6.00
per 1M tokens, when known
July 9, 2026
OpenAI: GPT-5.6 Luna Pro
gpt-5.6-luna-pro
Openrouter
1 offer
1050000 token context 1,050,000
$1.00 / $6.00
per 1M tokens, when known
July 9, 2026
OpenAI: GPT-5.6 Sol
gpt-5.6-sol
Openai, Openrouter, Zenmux
3 offers
1050000 token context 1,050,000
$5.00 / $30.00
per 1M tokens, when known
July 9, 2026
OpenAI: GPT-5.6 Sol Pro
gpt-5.6-sol-pro
Openrouter
1 offer
1050000 token context 1,050,000
$5.00 / $30.00
per 1M tokens, when known
July 9, 2026
OpenAI: GPT-5.6 Terra
gpt-5.6-terra
Openai, Openrouter, Zenmux
3 offers
1050000 token context 1,050,000
$2.50 / $15.00
per 1M tokens, when known
July 9, 2026
OpenAI: GPT-5.6 Terra Pro
gpt-5.6-terra-pro
Openrouter
1 offer
1050000 token context 1,050,000
$2.50 / $15.00
per 1M tokens, when known
July 9, 2026
Xiaomi: MiMo-V2.5
mimo-v2.5
Openrouter, Zenmux
2 offers
1050000 token context 1,050,000
$0.14 / $0.28
per 1M tokens, when known
April 22, 2026
Xiaomi: MiMo-V2.5-Pro
mimo-v2.5-pro
Openrouter, Zenmux
2 offers
1050000 token context 1,050,000
$0.44 / $0.87
per 1M tokens, when known
April 22, 2026
Meituan: LongCat 2.0
longcat-2.0
Openrouter
1 offer
1048756 token context 1,048,756
$0.30 / $1.20
per 1M tokens, when known
July 20, 2026
DeepSeek V4 Flash
deepseek-v4-flash
Deepseek, Fireworks ai, Ollama cloud +4
7 offers
1048576 token context 1,048,576
$0.09 / $0.19
per 1M tokens, when known
June 16, 2026
DeepSeek V4 Pro
deepseek-v4-pro
Deepseek, Fireworks ai, Ollama cloud +4
7 offers
1048576 token context 1,048,576
$0.44 / $0.87
per 1M tokens, when known
June 11, 2026
Gemini 3 Flash
gemini-3-flash
Opencode
1 offer
1048576 token context 1,048,576
$0.50 / $3.00
per 1M tokens, when known
December 17, 2025
Gemini 3 Flash Preview
gemini-3-flash-preview
Google, Openrouter, Venice +1
4 offers
1048576 token context 1,048,576
$0.50 / $3.00
per 1M tokens, when known
June 11, 2026
Gemini 3.1 Pro Preview
gemini-3.1-pro
Opencode
1 offer
1048576 token context 1,048,576
$2.00 / $12.00
per 1M tokens, when known
February 19, 2026
Gemini 3.1 Pro Preview Custom Tools
gemini-3.1-pro-preview-customtools
Google
1 offer
1048576 token context 1,048,576
$2.00 / $12.00
per 1M tokens, when known
February 19, 2026
Gemini 3.5 Flash
gemini-3.5-flash
Google, Nearai, Opencode +2
5 offers
1048576 token context 1,048,576
$1.50 / $9.00
per 1M tokens, when known
May 19, 2026
GLM-5.2
glm-5.2
Cloudflare workers ai, Ollama cloud, Opencode +3
6 offers
1048576 token context 1,048,576
$0.79 / $2.49
per 1M tokens, when known
June 13, 2026
Google Gemini Flash Latest
gemini-flash-latest
Google, Openrouter
2 offers
1048576 token context 1,048,576
$1.50 / $7.50
per 1M tokens, when known
May 19, 2026
Google Gemini Pro Latest
gemini-pro-latest
Openrouter
1 offer
1048576 token context 1,048,576
$2.00 / $12.00
per 1M tokens, when known
April 27, 2026
Google: Gemini 2.5 Flash
gemini-2.5-flash
Nearai, Openrouter, Zenmux
3 offers
1048576 token context 1,048,576
$0.30 / $2.50
per 1M tokens, when known
June 17, 2025
Google: Gemini 2.5 Flash Lite
gemini-2.5-flash-lite
Nearai, Openrouter, Zenmux
3 offers
1048576 token context 1,048,576
$0.10 / $0.40
per 1M tokens, when known
July 22, 2025
Google: Gemini 2.5 Pro
gemini-2.5-pro
Nearai, Openrouter, Zenmux
3 offers
1048576 token context 1,048,576
$1.25 / $10.00
per 1M tokens, when known
June 17, 2025
Google: Gemini 2.5 Pro Preview 05-06
gemini-2.5-pro-preview-05-06
Openrouter
1 offer
1048576 token context 1,048,576
$1.25 / $10.00
per 1M tokens, when known
May 7, 2025
Google: Gemini 2.5 Pro Preview 06-05
google/gemini-2.5-pro-preview
Openrouter
1 offer
1048576 token context 1,048,576
$1.25 / $10.00
per 1M tokens, when known
June 5, 2025
Google: Gemini 3.1 Flash Lite
gemini-3.1-flash-lite
Nearai, Openrouter, Zenmux
3 offers
1048576 token context 1,048,576
$0.25 / $1.50
per 1M tokens, when known
May 7, 2026
Google: Gemini 3.1 Pro Preview
gemini-3.1-pro-preview
Google, Openrouter, Zenmux
3 offers
1048576 token context 1,048,576
$2.00 / $12.00
per 1M tokens, when known
February 19, 2026
Google: Gemini 3.1 Pro Preview Custom Tools
google/gemini-3.1-pro-preview-customtools
Openrouter
1 offer
1048576 token context 1,048,576
$2.00 / $12.00
per 1M tokens, when known
February 19, 2026
Google: Gemini 3.5 Flash Lite
gemini-3.5-flash-lite
Google, Openrouter
2 offers
1048576 token context 1,048,576
$0.30 / $2.50
per 1M tokens, when known
July 21, 2026
Google: Gemini 3.6 Flash
gemini-3.6-flash
Google, Openrouter
2 offers
1048576 token context 1,048,576
$1.50 / $7.50
per 1M tokens, when known
July 21, 2026
Google: Lyria 3 Clip Preview
lyria-3-clip-preview
Google, Openrouter
2 offers
1048576 token context 1,048,576
$0.00 / $0.00
per 1M tokens, when known
March 25, 2026
Google: Lyria 3 Pro Preview
lyria-3-pro-preview
Google, Openrouter
2 offers
1048576 token context 1,048,576
$0.00 / $0.00
per 1M tokens, when known
March 25, 2026
Kimi K3
kimi-k3
Moonshotai, Openrouter, Venice +1
4 offers
1048576 token context 1,048,576
$3.00 / $15.00
per 1M tokens, when known
July 17, 2026

How the context ranking works

The page orders active text-generation identities by their largest recorded provider context limit.

Inclusion criteria

  • The model identity has at least one offer that passes the active text-generation rules.
  • The largest recorded context window is from 128,000 through 10 million tokens.

Exclusions

  • The list excludes missing and nonnumeric context values.
  • The list excludes values above 10 million tokens as unverified outliers.

Data rules

  • Context value: A grouped identity uses the largest recorded context limit among its eligible provider offers.
  • Ordering: Model identities are ordered by context size, then name and model ID for stable output.

Limits of the data

  • A large context window does not prove strong recall, reasoning, speed, or low cost across the full window.
  • Providers can apply different context limits to the same model identity.

Read context limits with care

The advertised limit is only one part of long-context performance. Test retrieval quality, latency, and total prompt cost with data that matches your application.

Sources

  • llm_db — Source for active offers and recorded model context limits. Checked 2026-07-30.