Head-to-Head Pricing Benchmark
Side-by-side pricing and context window comparison for production model selection.
Default Recommendation (120M input + 60M output)
Kwaipilot: KAT-Coder-Pro V2 is lower-cost for the default monthly workload scenario.
Adjust the workload in the calculator below to see a live recommendation for your usage.
| Metric | Google: Gemini 2.5 Flash | Kwaipilot: KAT-Coder-Pro V2 |
|---|---|---|
| Developer | kwaipilot | |
| Context Window | 1,048,576 | 256,000 |
| Max Output Tokens | 65,535 | 80,000 |
| Input Cost / 1M Tokens | $0.3000 | $0.3000 |
| Output Cost / 1M Tokens | $2.50 | $1.20 |
| Projected Monthly Cost | $186 | $108 |
| Vision | ✅ Yes | ❌ No |
| Tool Calling | ✅ Yes | ✅ Yes |
| Structured Output | ✅ Yes | ✅ Yes |
| Reasoning | ✅ Yes | ❌ No |
| Web Search | ❌ No | ❌ No |
| Audio Price / 1M | $1.00 | N/A |
| Tokenizer | Gemini | Other |
| MMLU Score | 89.0★ | 81.3 |
| GPQA | 89.8★ | 76.4 |
Price History
Current Input / 1M
$0.3000
Current Output / 1M
$2.50
Price History
Current Input / 1M
$0.3000
Current Output / 1M
$1.20
Performance History
Current TPS
0.00
Current Latency
0ms
Uptime
99.1%
Performance History
Current TPS
0.00
Current Latency
0ms
Uptime
100.0%
Adjust your workload to see projected monthly costs.
Google: Gemini 2.5 Flash
$186
per month
Kwaipilot: KAT-Coder-Pro V2
$108
per month
Lower costLive Recommendation
Kwaipilot: KAT-Coder-Pro V2 is lower-cost at 120M input + 60M output tokens/month.
Continue evaluation with more “A vs B pricing” decision pages.