Spend less or ship more with the models you already use.
Move work to a cheaper model without leaving the endpoint you already call.
Every figure here is measured on real Kyma sessions, not on a benchmark.
Calculate savings
Enter what you spend today to see what the move is worth.
$475.91
saved per month
($5,711 per year)
- Spend reduction
- 47.6%
- New monthly spend
- $524.09was $1,000
- New cost per session
- $0.024was $0.046
Modeled on your current model's real sessions, repriced at today's Kyma rates. Cost view keeps the sessions and changes the price; Sessions view keeps your budget. Assumes the same share of input is served from cache on both models.
Measured on real sessions
The calculator reads the same table.
| # | Model | Uptime 30d | Cost / session (p50) | p95 | Tokens / session | Steps / session | tok/s | Sessions |
|---|---|---|---|---|---|---|---|---|
| 1 |  DeepSeek V4.1 Flash | 100.0% | $0.0004 | $0.011 | 27,370 | 2 | 35 | 551 |
| 2 | DeepSeek R1 | 100.0% | $0.0009 | $0.0027 | 464 | 11 | 58 | 225 |
| 3 |  Llama 4 Maverick | 100.0% | $0.0036 | $0.094 | 11,731 | 4 | 36 | 8 |
| 4 |  GLM 4.5 Air | 100.0% | $0.0063 | $0.0063 | 36,215 | 3 | 36 | 1 |
| 5 | DeepSeek V4 Flash | 100.0% | $0.013 | $0.159 | 117,830 | 9 | 24 | 839 |
| 6 |  MiniMax M2.7 | 100.0% | $0.015 | $0.162 | 22,607 | 4 | 55 | 6 |
| 7 |  Gemini 3.5 Flash Lite | 100.0% | $0.015 | $0.235 | 14,634 | 6 | 48 | 47 |
| 8 | GLM 5.2 | 100.0% | $0.055 | $0.367 | 49,477 | 3 | 74 | 42 |
| 9 | Gemini 3.1 Pro | 100.0% | $0.102 | $0.102 | 7,855 | 4 | 94 | 1 |
| 10 |  Kimi K2.7 Code | 100.0% | $0.103 | $0.257 | 42,693 | 5 | 35 | 3 |
| 11 | 100.0% | $0.303 | $0.911 | 233,943 | 8 | 17 | 5 | |
| 12 |  Qwen 3.8 Max | 100.0% | $3.46 | $22.97 | 10,528,078 | 47 | 27 | 3 |
| 13 | Gemini 3.5 Flash | 99.8% | $0.0039 | $0.295 | 1,241 | 2 | 113 | 692 |
| 14 | MiniMax M3 | 99.7% | $0.387 | $0.938 | 2,965,460 | 31 | 36 | 4 |
| 15 | Gemini 3.8 Flash | 99.6% | $0.0089 | $0.231 | 9,959 | 3 | 34 | 50 |
| 16 |  Gemma 4 31B | 99.5% | $0.0017 | $0.016 | 21,849 | 2 | 8 | 111 |
| 17 | Qwen 3 Coder | 99.5% | $0.012 | $0.098 | 28,022 | 2 | 47 | 31 |
| 18 | Gemini 3 Flash | 99.5% | $0.018 | $0.799 | 22,197 | 9 | 38 | 40 |
| 19 | GLM 5.3 | 99.2% | $0.043 | $0.336 | 69,781 | 7 | 29 | 11 |
| 20 | GLM 5.3 Flash | 98.9% | $0.018 | $0.258 | 197,260 | 4 | 29 | 133 |
| 21 |  GPT-OSS 120B | 98.7% | $0.0011 | $0.017 | 15,835 | 5 | 29 | 87 |
| 22 | Gemini 3.7 Flash | 98.3% | $0.0069 | $0.233 | 4,960 | 3 | 79 | 1,488 |
| 23 | GLM 4.7 Flash | 98.3% | $0.024 | $0.115 | 105,989 | 5 | 49 | 136 |
| 24 | Qwen 3.6 Plus | 98.3% | $0.028 | $0.223 | 24,805 | 4 | 53 | 258 |
| 25 | MiniMax M2.5 | 97.8% | $0.025 | $0.405 | 104,293 | 3 | 78 | 271 |
| 26 |  Claude Haiku 4.5 | 97.7% | $0.0097 | $0.114 | 3,036 | 4 | 41 | 78 |
| 27 | GPT-5.6 Luna | 97.0% | $0.0031 | $0.076 | 6,299 | 2 | 38 | 392 |
| 28 |  MiMo V2.5 | 96.4% | $0.0007 | $0.0007 | 4,018 | 2 | 26 | 3 |
| 29 | Kimi K2.6 | 96.4% | $0.137 | $0.616 | 250,839 | 3 | 29 | 9 |
| 30 | DeepSeek V4 Flash Vision | 96.3% | $0.0018 | $0.334 | 19,314 | 4 | 45 | 49 |
| 31 | GPT-5.6 Sol | 95.8% | $0.077 | $0.684 | 36,407 | 5 | 27 | 163 |
| 32 | Gemini 3.6 Flash | 95.8% | $0.205 | $5.01 | 135,377 | 13 | 26 | 19 |
| 33 | Qwen 3.7 Flash | 95.5% | $0.014 | $0.065 | 95,515 | 16 | 75 | 245 |
| 34 | GLM 5.1 | 95.2% | $0.028 | $0.028 | 14,632 | 4 | 28 | 1 |
| 35 |  Sonar | 94.9% | $0.014 | $0.014 | 369 | 2 | 28 | 1 |
| 36 | Kimi K3 | 94.9% | $0.126 | $1.50 | 110,476 | 9 | — | 61 |
| 37 | Qwen 3.7 Plus | 94.0% | $0.072 | $0.231 | 142,300 | 6 | 57 | 9 |
| 38 | Qwen 3.8 27B | 93.8% | $0.065 | $0.735 | 223,239 | 2 | 41 | 15 |
| 39 | DeepSeek V3 | 92.3% | $0.012 | $0.043 | 44,611 | 4 | 12 | 81 |
| 40 | Claude Sonnet 4.6 | 91.8% | $0.023 | $0.149 | 3,863 | 3 | 31 | 14 |
| 41 | Qwen 3.8 Flash | 91.6% | $0.017 | $0.178 | 136,804 | 6 | 38 | 86 |
| 42 | Claude Fable 5 | 90.4% | $1.59 | $8.02 | 117,143 | 4 | 15 | 25 |
| 43 |  Grok 4.5 | 90.2% | $0.119 | $0.132 | 54,669 | 2 | 50 | 6 |
| 44 | Llama 3.3 70B | 90.0% | $0.0020 | $0.079 | 8,789 | 7 | 14 | 73 |
| 45 | Qwen 3.7 Max | 87.8% | $0.081 | $0.712 | 43,545 | 3 | 67 | 17 |
| 46 | Sonar Pro | 85.9% | $0.148 | $0.247 | 1,987 | 18 | 26 | 2 |
| 47 | Grok 4.3 | 85.0% | $0.104 | $0.825 | 153,042 | 3 | 76 | 5 |
| 48 | GPT-5.6 Luna Pro | 84.0% | $0.033 | $0.203 | 351,449 | 3 | 72 | 12 |
| 49 | GPT-5.6 Terra Pro | 83.6% | $0.060 | $0.450 | 9,877 | 4 | 72 | 6 |
| 50 | Claude Opus 4.7 | 83.6% | $0.210 | $0.267 | 29,383 | 5 | 24 | 3 |
| 51 | Grok Build | 83.3% | $0.0027 | $0.0031 | 1,153 | 4 | 96 | 2 |
| 52 | GPT-5.6 Sol Pro | 82.5% | $0.362 | $0.364 | 141,372 | 2 | 55 | 3 |
| 53 | Claude Sonnet 5 | 82.0% | $0.054 | $0.601 | 16,762 | 3 | 20 | 30 |
| 54 | Muse Spark 1.1 | 81.0% | $0.0002 | $0.0002 | 57 | 2 | 178 | 1 |
| 55 | Claude Opus 5 | 80.3% | $0.140 | $6.43 | 19,947 | 4 | 22 | 8 |
| 56 | Qwen 3 32B | 80.2% | $0.0010 | $0.0096 | 3,884 | 4 | 29 | 38 |
| 57 | GPT-5.6 Terra | 79.7% | $0.492 | $0.719 | 154,789 | 3 | 36 | 3 |
| 58 | Claude Fable 5.1 | 74.7% | $0.038 | $4.99 | 1,566 | 6 | 13 | 11 |
| 59 | GPT-6 Astra | 40.5% | $5.66 | $5.66 | 413,437 | 19 | 25 | 1 |
Measured on real Kyma sessions in the last 90 days. A session is the requests from one user and API key, cut at a 5-minute idle gap. Sessions differ per model, so this is what a session costs on that model, not the same task repriced. Uptime is 30-day, one definition, shared with /models and /status. Sessions computed 2026-10-05; prices as of 2026-10-05.