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Context Window Visualizer

Visualize how much of a model's context window your text uses. Progress bar with warning thresholds at 75% and 90%. Compare across all models instantly.

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Exact count
Context Window Usage0.0%
075%90%128,000

Tokens Used

0

Remaining

128,000

Context Window

128,000

Fits More Messages

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Same Text Across All Models

Claude 3 Haiku
0.0%
Claude Haiku 4 5
0.0%
Claude 3 7 Sonnet
0.0%
Claude 4 Sonnet
0.0%
Claude Sonnet 4 5
0.0%
Claude Sonnet 4 6
0.0%
Claude 4 Sonnet
0.0%
Claude Opus 4 5
0.0%
Claude Opus 4 6
0.0%
Claude 3 Opus
0.0%
Claude 4 Opus
0.0%
Claude Opus 4 1
0.0%
Claude Opus 4
0.0%
Command R
0.0%
Command R 08 2024
0.0%
Command R7b 12 2024
0.0%
Command Light
0.0%
Command A 03 2025
0.0%
Command R+
0.0%
Command R Plus 08 2024
0.0%
Deepseek Coder
0.0%
Deepseek
0.0%
DeepSeek V3
0.0%
DeepSeek R1
0.0%
Deepseek V3.2
0.0%
Deepseek R1
0.0%
Gemini Exp 1114
0.0%
Gemini Exp 1206
0.0%
Gemma 3 27b It
0.0%
Learnlm 1.5 Pro Experimental
0.0%
Lyria 3 Clip Preview
0.0%
Lyria 3 Pro Preview
0.0%
Gemini 2.0 Flash Lite
0.0%
Gemini 2.0 Flash Lite 001
0.0%
Gemini 2.0 Flash
0.0%
Gemini 2.0 Flash 001
0.0%
Gemini 2.5 Flash Lite
0.0%
Gemini 2.5 Flash Lite Preview 09 2025
0.0%
Gemini Flash Lite Latest
0.0%
Gemini 2.5 Flash Lite Preview 06 17
0.0%
Gemini 3.1 Flash Lite Preview
0.0%
Gemini Robotics Er 1.5 Preview
0.0%
Gemini 2.5 Flash
0.0%
Gemini 2.5 Flash Preview 09 2025
0.0%
Gemini Flash Latest
0.0%
Gemini 2.5 Flash Native Audio Latest
0.0%
Gemini 2.5 Flash Native Audio Preview 09 2025
0.0%
Gemini 2.5 Flash Native Audio Preview 12 2025
0.0%
Gemini 3 Flash Preview
0.0%
Gemini 3.1 Flash Live Preview
0.0%
Gemini 2.5 Pro
0.0%
Gemini 2.5 Computer Use Preview 10 2025
0.0%
Gemini 2.5 Pro Preview Tts
0.0%
Gemini Pro Latest
0.0%
Gemini 3 Pro Preview
0.0%
Gemini 3.1 Pro Preview
0.0%
Gemini 3.1 Pro Preview Customtools
0.0%
Llama 3.1 8b Instant
0.0%
Gemma 7b It
0.0%
Openai/Gpt Oss 20b
0.0%
Openai/Gpt Oss Safeguard 20b
0.0%
Meta Llama/Llama 4 Scout 17b 16e Instruct
0.0%
Openai/Gpt Oss 120b
0.0%
Meta Llama/Llama Guard 4 12b
0.0%
Meta Llama/Llama 4 Maverick 17b 128e Instruct
0.0%
Qwen/Qwen3 32b
0.0%
Llama 3.3 70b Versatile
0.0%
Moonshotai/Kimi K2 Instruct 0905
0.0%
Codestral 2405
0.0%
Codestral Latest
0.0%
Mistral Small
0.0%
Mistral Small 3 2 2506
0.0%
Devstral Small 2505
0.0%
Devstral Small 2507
0.0%
Devstral Small Latest
0.0%
Labs Devstral Small 2512
0.0%
Mistral Small
0.0%
Ministral 3 3b 2512
0.0%
Ministral 3 8b 2512
0.0%
Pixtral 12b 2409
0.0%
Ministral 3 14b 2512
0.0%
Codestral Mamba Latest
0.0%
Mistral Tiny
0.0%
Open Codestral Mamba
0.0%
Open Mistral 7b
0.0%
Codestral 2508
0.0%
Mistral Nemo
0.0%
Open Mistral Nemo 2407
0.0%
Devstral Medium 2507
0.0%
Devstral Latest
0.0%
Devstral Medium Latest
0.0%
Devstral 2512
0.0%
Mistral Medium 2505
0.0%
Mistral Medium Latest
0.0%
Mistral Medium 3 1 2508
0.0%
Magistral Small 2506
0.0%
Magistral Small Latest
0.0%
Magistral Small 1 2 2509
0.0%
Mistral Large
0.0%
Mistral Large 3
0.0%
Mistral Large 2512
0.0%
Open Mixtral 8x7b
0.0%
Magistral Medium 2506
0.0%
Magistral Medium 2509
0.0%
Magistral Medium 1 2 2509
0.0%
Magistral Medium Latest
0.0%
Mistral Large 2411
0.0%
Open Mixtral 8x22b
0.0%
Pixtral Large 2411
0.0%
Pixtral Large Latest
0.0%
Mistral Medium
0.0%
Mistral Medium 2312
0.0%
Mistral Large 2407
0.0%
Mistral Large 2402
0.0%
Gpt 5 Nano
0.0%
Gpt 5 Nano 2025 08 07
0.0%
GPT-4.1 Nano
0.0%
Gpt 4.1 Nano 2025 04 14
0.0%
GPT-4o Mini
0.0%
Gpt 4o Mini 2024 07 18
0.0%
Gpt 4o Mini Audio Preview
0.0%
Gpt 4o Mini Audio Preview 2024 12 17
0.0%
Gpt 4o Mini Search Preview
0.0%
Gpt 4o Mini Search Preview 2025 03 11
0.0%
Ft:Gpt 4.1 Nano 2025 04 14
0.0%
Gpt 5.4 Nano
0.0%
Gpt 5 Mini
0.0%
Gpt 5 Mini 2025 08 07
0.0%
Ft:Gpt 4o Mini 2024 07 18
0.0%
GPT-4.1 Mini
0.0%
Gpt 4.1 Mini 2025 04 14
0.0%
GPT-3.5 Turbo
0.0%
Gpt 3.5 Turbo 0125
0.0%
Gpt Audio Mini
0.0%
Gpt Audio Mini 2025 10 06
0.0%
Gpt Audio Mini 2025 12 15
0.0%
Gpt 4o Mini Realtime Preview
0.0%
Gpt 4o Mini Realtime Preview 2024 12 17
0.0%
Gpt Realtime Mini
0.0%
Gpt Realtime Mini 2025 10 06
0.0%
Gpt Realtime Mini 2025 12 15
0.0%
Gpt 5.4 Mini
0.0%
Ft:Gpt 4.1 Mini 2025 04 14
0.0%
Gpt 3.5 Turbo 1106
0.0%
o3-mini
0.0%
O3 Mini 2025 01 31
0.0%
O4 Mini
0.0%
O4 Mini 2025 04 16
0.0%
Gpt 5
0.0%
Gpt 5.1
0.0%
Gpt 5.1 2025 11 13
0.0%
Gpt 5.1 Chat Latest
0.0%
Gpt 5 2025 08 07
0.0%
Gpt 5 Chat
0.0%
Gpt 5 Chat Latest
0.0%
Gpt 5 Search Api
0.0%
Gpt 5 Search Api 2025 10 14
0.0%
Gpt 5.2
0.0%
Gpt 5.2 2025 12 11
0.0%
Gpt 5.2 Chat Latest
0.0%
Gpt 5.3 Chat Latest
0.0%
GPT-4.1
0.0%
Gpt 4.1 2025 04 14
0.0%
o3
0.0%
O3 2025 04 16
0.0%
GPT-4o
0.0%
Gpt 4o 2024 08 06
0.0%
Gpt 4o 2024 11 20
0.0%
Gpt 4o Audio Preview
0.0%
Gpt 4o Audio Preview 2024 12 17
0.0%
Gpt 4o Audio Preview 2025 06 03
0.0%
Gpt Audio
0.0%
Gpt Audio 1.5
0.0%
Gpt Audio 2025 08 28
0.0%
Gpt 4o Search Preview
0.0%
Gpt 4o Search Preview 2025 03 11
0.0%
Gpt 5.4
0.0%
Gpt 5.4 2026 03 05
0.0%
Ft:Gpt 3.5 Turbo
0.0%
Ft:Gpt 3.5 Turbo 0125
0.0%
Ft:Gpt 3.5 Turbo 0613
0.0%
Ft:Gpt 3.5 Turbo 1106
0.0%
Ft:Gpt 4.1 2025 04 14
0.0%
Gpt 3.5 Turbo 16k
0.0%
Ft:Gpt 4o 2024 08 06
0.0%
Ft:Gpt 4o 2024 11 20
0.0%
Ft:O4 Mini 2025 04 16
0.0%
Gpt Realtime
0.0%
Gpt Realtime 1.5
0.0%
Gpt Realtime 2025 08 28
0.0%
Chatgpt 4o Latest
0.0%
Gpt 4o 2024 05 13
0.0%
Gpt 4o Realtime Preview
0.0%
Gpt 4o Realtime Preview 2024 12 17
0.0%
Gpt 4o Realtime Preview 2025 06 03
0.0%
Gpt 4 0125 Preview
0.0%
Gpt 4 1106 Preview
0.0%
GPT-4 Turbo
0.0%
Gpt 4 Turbo 2024 04 09
0.0%
Gpt 4 Turbo Preview
0.0%
o1
0.0%
O1 2024 12 17
0.0%
Ft:Gpt 4 0613
0.0%
Gpt 4
0.0%
Gpt 4 0314
0.0%
Gpt 4 0613
0.0%
Openai/Gpt Oss 20b
0.0%
Openai/Gpt Oss 120b
0.0%
Qwen/Qwen3 Next 80B A3B Instruct
0.0%
Qwen/Qwen3 Next 80B A3B Thinking
0.0%
Qwen/Qwen3 235B A22B Instruct 2507 Tput
0.0%
Qwen/Qwen3 235B A22B Fp8 Tput
0.0%
Zai Org/GLM 4.5 Air FP8
0.0%
Zai Org/GLM 4.7
0.0%
Moonshotai/Kimi K2.5
0.0%
Deepseek Ai/DeepSeek R1 0528 Tput
0.0%
Zai Org/GLM 4.6
0.0%
Qwen/Qwen3.5 397B A17B
0.0%
Qwen/Qwen3 235B A22B Thinking 2507
0.0%
Moonshotai/Kimi K2 Instruct 0905
0.0%
Deepseek Ai/DeepSeek V3
0.0%
Qwen/Qwen3 Coder 480B A35B Instruct FP8
0.0%
Deepseek Ai/DeepSeek R1
0.0%

How to Use Context Window Visualizer

  1. 1

    Select a model

    Choose the LLM model you plan to use from the dropdown. Each model has a different context window size.

  2. 2

    Paste your text

    Paste your system prompt, conversation, or any text into the input area.

  3. 3

    Read the visualization

    The progress bar shows what percentage of the context window your text fills, with warning thresholds at 75% and 90%.

  4. 4

    Compare across models

    Scroll down to see how the same text fits across all supported models at once.

Frequently Asked Questions

A context window is the maximum number of tokens an LLM can process in a single request. This includes your system prompt, conversation history, and the model's response. If your input exceeds the context window, the API will return an error.

At 75% context usage, some models may start to show degraded performance on long-context tasks. It's a heads-up to consider whether you need all that context, especially if you need room for the model's response.

If your text exceeds the model's context window, the API call will fail. The tool shows you exactly how many tokens you need to cut to fit within the limit.

We take the remaining context window capacity and divide by the token count of your current text. This tells you approximately how many more messages of similar length could fit.

Google's Gemini 2.5 models support up to 1 million tokens of context, significantly more than most other models. This is useful for processing very long documents or extended conversations.