Token Calculator
Paste your prompt and instantly compare token counts and costs across 12 AI models.
Your Prompt / Text
How token cost is calculated
Cost Comparison — 12 Models
Sorted cheapest firstInput cost = cost to send your prompt. Output cost = cost per response of the same length. Real output length will vary.
Paste your text above to see costs across all models
Model Benchmarks
Public benchmark scores from official model cards and independent evaluations (2025–2026). Use these to pick the right model — not just the cheapest one.
| Model | MMLU ↑ | HumanEval ↑ | GPQA ↑ | MATH ↑ | Best for |
|---|---|---|---|---|---|
| Claude Opus 4.6 | 90% | 92% | 76% | 90% | Complex reasoning, analysis |
| Claude Opus 4.5 | 89% | 90% | 74% | 88% | Long documents, nuanced writing |
| o3 (reasoning) | 87% | 91% | 78% | 96% | Math, science, hard reasoning |
| Gemini 2.5 Pro | 89% | 87% | 75% | 91% | Research, long context (1M tokens) |
| GPT-4.1 | 88% | 88% | 72% | 87% | Coding, general tasks |
| Claude Sonnet 4.5 | 86% | 85% | 68% | 83% | Balanced quality + cost |
| Claude Sonnet 4 | 85% | 84% | 66% | 81% | Everyday writing, coding |
| DeepSeek V3.2 | 84% | 83% | 62% | 85% | Coding, math, low cost |
| Gemini 2.5 Flash | 82% | 80% | 60% | 78% | Fast, cheap, high volume |
| GPT-4.1 mini | 80% | 78% | 55% | 74% | Budget tasks, high throughput |
| Llama 3.3 70B | 80% | 79% | 50% | 73% | Open source, self-hosted |
| Claude Haiku 4.5 | 79% | 76% | 52% | 70% | Fast responses, simple tasks |
| GPT-4o mini | 77% | 74% | 48% | 68% | Cheapest OpenAI option |
| Amazon Nova Pro | 75% | 70% | 45% | 65% | AWS-native, cost-effective |
| Amazon Nova Lite | 68% | 60% | 38% | 55% | Ultra-low cost, simple tasks |
↑ Higher is better. Scores from official model cards and public evaluations. Some values are approximate.
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