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DeepSeek R1 vs KAT-Coder-Pro V2
List-price comparison · DeepSeek R1 details · KAT-Coder-Pro V2 details
For a typical workload (100,000 requests / mo), KAT-Coder-Pro V2 costs 42% less — $84.00/mo vs $146.00/mo.
| DeepSeek R1 | KAT-Coder-Pro V2 | |
|---|---|---|
| Input / 1M tokens | $0.500 | $0.300 |
| Output / 1M tokens | $2.15 | $1.20 |
| Typical request (1,200 in + 400 out) | $0.0015 | $0.0008 |
| Context window | 163,840 tokens | 256k tokens |
| Max output | 32,768 tokens | 80k tokens |
| Tier | Flagship | Balanced |
| Provider | DeepSeek | Kwaipilot |
Projected monthly cost
1,000 requests / month$1.46 vs $0.8410,000 requests / month$14.60 vs $8.40100,000 requests / month$146.00 vs $84.00
Rows open both models in the calculator — adjust volume and token counts there.
DeepSeek R1
Chain-of-thought reasoning competitive with closed flagship models on math and logic benchmarks, at open-weight pricing.
Emits long reasoning traces that inflate output token counts and cost — cap reasoning length or use a distilled variant for latency-sensitive paths.
KAT-Coder-Pro V2
Auto-synced from OpenRouter — no editorial write-up yet.
More comparisons
Vendor list rates · per-request examples assume 1,200 input + 400 output tokens.