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
DeepSeek V4 Pro
DeepSeek-V4-Pro
Togetherai
1 offer
512000 token context 512,000
$1.74 / $3.48
per 1M tokens, when known
April 24, 2026
Grok 4.5
grok-4-5
Venice
1 offer
500000 token context 500,000
$2.27 / $6.80
per 1M tokens, when known
July 8, 2026
xAI: Grok 4.5
grok-4.5
Openrouter, Xai, Zenmux
3 offers
500000 token context 500,000
$2.00 / $6.00
per 1M tokens, when known
July 8, 2026
xAI: Grok Latest
grok-latest
Openrouter
1 offer
500000 token context 500,000
$2.00 / $6.00
per 1M tokens, when known
July 8, 2026
GPT-5
gpt-5
Openai, Opencode
2 offers
400000 token context 400,000
$1.07 / $8.50
per 1M tokens, when known
August 7, 2025
GPT-5 Mini
gpt-5-mini
Nearai, Openai, Openrouter
3 offers
400000 token context 400,000
$0.25 / $2.00
per 1M tokens, when known
August 7, 2025
GPT-5 Nano
gpt-5-nano
Nearai, Openai, Opencode +1
4 offers
400000 token context 400,000
$0.05 / $0.40
per 1M tokens, when known
August 7, 2025
GPT-5.1
gpt-5.1
Nearai, Openai, Opencode +2
5 offers
400000 token context 400,000
$1.07 / $8.50
per 1M tokens, when known
November 13, 2025
GPT-5.2
gpt-5.2
Nearai, Openai, Opencode +2
5 offers
400000 token context 400,000
$1.75 / $14.00
per 1M tokens, when known
December 11, 2025
GPT-5.3 Codex
gpt-5.3-codex
Openai, Opencode, Openrouter +1
4 offers
400000 token context 400,000
$1.75 / $14.00
per 1M tokens, when known
March 20, 2026
GPT-5.3 Codex
openai-gpt-53-codex
Venice
1 offer
400000 token context 400,000
$2.19 / $17.50
per 1M tokens, when known
June 11, 2026
GPT-5.4 mini
gpt-5.4-mini
Nearai, Openai, Opencode +2
5 offers
400000 token context 400,000
$0.75 / $4.50
per 1M tokens, when known
March 20, 2026
GPT-5.4 Mini
openai-gpt-54-mini
Venice
1 offer
400000 token context 400,000
$0.94 / $5.63
per 1M tokens, when known
June 11, 2026
GPT-5.4 nano
gpt-5.4-nano
Nearai, Openai, Opencode +2
5 offers
400000 token context 400,000
$0.20 / $1.25
per 1M tokens, when known
March 20, 2026
GPT-5.5 Instant
gpt-5.5-instant
Zenmux
1 offer
400000 token context 400,000
$5.00 / $30.00
per 1M tokens, when known
May 28, 2026
OpenAI GPT Mini Latest
gpt-mini-latest
Openrouter
1 offer
400000 token context 400,000
$0.75 / $4.50
per 1M tokens, when known
April 27, 2026
OpenAI: GPT Chat Latest
gpt-chat-latest
Openrouter
1 offer
400000 token context 400,000
$5.00 / $30.00
per 1M tokens, when known
May 5, 2026
OpenAI: GPT-5
openai/gpt-5
Nearai, Openrouter, Zenmux
3 offers
400000 token context 400,000
$1.25 / $10.00
per 1M tokens, when known
August 7, 2025
OpenAI: GPT-5 Codex
gpt-5-codex
Opencode, Openrouter, Zenmux
3 offers
400000 token context 400,000
$1.07 / $8.50
per 1M tokens, when known
September 23, 2025
OpenAI: GPT-5 Pro
gpt-5-pro
Openai, Openrouter
2 offers
400000 token context 400,000
$15.00 / $120.00
per 1M tokens, when known
October 6, 2025
OpenAI: GPT-5.1-Codex
gpt-5.1-codex
Opencode, Openrouter, Zenmux
3 offers
400000 token context 400,000
$1.07 / $8.50
per 1M tokens, when known
November 13, 2025
OpenAI: GPT-5.1-Codex-Max
gpt-5.1-codex-max
Opencode, Openrouter
2 offers
400000 token context 400,000
$1.25 / $10.00
per 1M tokens, when known
November 13, 2025
OpenAI: GPT-5.1-Codex-Mini
gpt-5.1-codex-mini
Opencode, Openrouter, Zenmux
3 offers
400000 token context 400,000
$0.25 / $2.00
per 1M tokens, when known
November 13, 2025
OpenAI: GPT-5.2 Pro
gpt-5.2-pro
Openai, Openrouter, Zenmux
3 offers
400000 token context 400,000
$21.00 / $168.00
per 1M tokens, when known
December 11, 2025
OpenAI: GPT-5.2-Codex
gpt-5.2-codex
Opencode, Openrouter, Zenmux
3 offers
400000 token context 400,000
$1.75 / $14.00
per 1M tokens, when known
January 15, 2026
Amazon: Nova Lite 1.0
amazon/nova-lite-v1
Openrouter
1 offer
300000 token context 300,000
$0.06 / $0.24
per 1M tokens, when known
December 5, 2024
Amazon: Nova Pro 1.0
amazon/nova-pro-v1
Openrouter
1 offer
300000 token context 300,000
$0.80 / $3.20
per 1M tokens, when known
December 5, 2024
MiMo V2 Omni
mimo-v2-omni
Zenmux
1 offer
265000 token context 265,000
$0.40 / $2.00
per 1M tokens, when known
March 18, 2026
Arcee AI: Trinity Large Thinking
trinity-large-thinking
Openrouter
1 offer
262144 token context 262,144
$0.25 / $0.80
per 1M tokens, when known
April 1, 2026
ByteDance Seed: Seed 1.6
seed-1.6
Openrouter
1 offer
262144 token context 262,144
$0.25 / $2.00
per 1M tokens, when known
December 23, 2025
ByteDance Seed: Seed 1.6 Flash
seed-1.6-flash
Openrouter
1 offer
262144 token context 262,144
$0.08 / $0.30
per 1M tokens, when known
December 23, 2025
ByteDance Seed: Seed-2.0-Lite
seed-2.0-lite
Openrouter
1 offer
262144 token context 262,144
$0.25 / $2.00
per 1M tokens, when known
March 10, 2026
ByteDance Seed: Seed-2.0-Mini
seed-2.0-mini
Openrouter
1 offer
262144 token context 262,144
$0.10 / $0.40
per 1M tokens, when known
February 26, 2026
Devstral 2
devstral-2512
Mistral
1 offer
262144 token context 262,144
$0.40 / $2.00
per 1M tokens, when known
December 9, 2025
Devstral 2
devstral-latest
Mistral
1 offer
262144 token context 262,144
$0.40 / $2.00
per 1M tokens, when known
December 9, 2025
Devstral 2 (latest)
devstral-medium-latest
Mistral
1 offer
262144 token context 262,144
$0.40 / $2.00
per 1M tokens, when known
December 2, 2025
Gemma 4 26B A4B IT
gemma-4-26b-a4b-it
Cloudflare workers ai, Google
2 offers
262144 token context 262,144
$0.10 / $0.30
per 1M tokens, when known
April 2, 2026
Gemma 4 31B Instruct
google/gemma-4-31B-it
Togetherai
1 offer
262144 token context 262,144
$0.39 / $0.97
per 1M tokens, when known
April 7, 2026
Gemma 4 31B IT
gemma-4-31B-it
Friendli, Nearai
2 offers
262144 token context 262,144
$0.13 / $0.40
per 1M tokens, when known
April 2, 2026
Gemma 4 31B IT
gemma-4-31b-it
Google
1 offer
262144 token context 262,144
N/A / N/A
per 1M tokens, when known
April 2, 2026
gemma4:31b
gemma4:31b
Ollama cloud
1 offer
262144 token context 262,144
N/A / N/A
per 1M tokens, when known
April 8, 2026
Google: Gemma 3 27B
google/gemma-3-27b-it
Openrouter
1 offer
262144 token context 262,144
$0.08 / $0.45
per 1M tokens, when known
March 12, 2025
Google: Gemma 4 26B A4B
google/gemma-4-26b-a4b-it
Openrouter
1 offer
262144 token context 262,144
$0.12 / $0.35
per 1M tokens, when known
April 2, 2026
Google: Gemma 4 26B A4B (free)
google/gemma-4-26b-a4b-it:free
Openrouter
1 offer
262144 token context 262,144
$0.00 / $0.00
per 1M tokens, when known
April 2, 2026
Google: Gemma 4 31B
google/gemma-4-31b-it
Openrouter
1 offer
262144 token context 262,144
$0.14 / $0.40
per 1M tokens, when known
April 2, 2026
Google: Gemma 4 31B (free)
google/gemma-4-31b-it:free
Openrouter
1 offer
262144 token context 262,144
$0.00 / $0.00
per 1M tokens, when known
April 2, 2026
inclusionAI: Ling-2.6-1T
ling-2.6-1t
Openrouter
1 offer
262144 token context 262,144
$0.08 / $0.63
per 1M tokens, when known
April 23, 2026
inclusionAI: Ling-2.6-flash
ling-2.6-flash
Openrouter
1 offer
262144 token context 262,144
$0.01 / $0.03
per 1M tokens, when known
April 21, 2026
inclusionAI: Ring-2.6-1T
ring-2.6-1t
Openrouter, Zenmux
2 offers
262144 token context 262,144
$0.08 / $0.63
per 1M tokens, when known
May 14, 2026
Kimi K2.5
Kimi-K2.5
Togetherai
1 offer
262144 token context 262,144
$0.50 / $2.80
per 1M tokens, when known
January 27, 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.