API cost decision in 10 seconds

KAT-Coder-Pro V2 vs Qwen3.5 Plus 2026-02-15

Pick KAT-Coder-Pro V2 for lower cost; pick Qwen3.5 Plus 2026-02-15 only if the larger context window matters more.

Pricing data updated:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick KAT-Coder-Pro V2 for lower cost; pick Qwen3.5 Plus 2026-02-15 only if the larger context window matters more.

On the standard 1M input plus 500K output workload, KAT-Coder-Pro V2 is estimated at $0.9 vs $1.04 for Qwen3.5 Plus 2026-02-15, saving $0.14 (13.5% lower).

Cost-first pickKAT-Coder-Pro V2
Context-first pickQwen3.5 Plus 2026-02-15
Sample savings$0.1413.5%
10x traffic gap$1.4

Qwen3.5 Plus 2026-02-15 has more context, but KAT-Coder-Pro V2 saves $0.14 on the standard workload. At 10x that traffic, the same price gap is about $1.4. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Cost winner changes by workload shape: input-heavy / RAG favors Qwen3.5 Plus 2026-02-15, balanced workload favors KAT-Coder-Pro V2, and output-heavy chatbot favors KAT-Coder-Pro V2.

Workload shapeToken mixBetter pickKAT-Coder-Pro V2Qwen3.5 Plus 2026-02-15
Input-heavy / RAG5M input + 500K outputQwen3.5 Plus 2026-02-15$2.1$2.08
Balanced workload1M input + 1M outputKAT-Coder-Pro V2$1.5$1.82
Output-heavy chatbot1M input + 5M outputKAT-Coder-Pro V2$6.3$8.06
Cheaper input Qwen3.5 Plus 2026-02-15 $0.3 vs $0.26 / 1M

Qwen3.5 Plus 2026-02-15 is $0.04 cheaper per 1M input tokens (13.3% lower; 1.15x difference).

Cheaper output KAT-Coder-Pro V2 $1.2 vs $1.56 / 1M

KAT-Coder-Pro V2 is $0.36 cheaper per 1M output tokens (23.1% lower; 1.3x difference).

Larger context Qwen3.5 Plus 2026-02-15 256K vs 1M

Qwen3.5 Plus 2026-02-15 has 744K more context (3.91x larger).

Sample workload KAT-Coder-Pro V2 $0.9 vs $1.04

KAT-Coder-Pro V2 is $0.14 cheaper on the standard workload (13.5% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
KAT-Coder-Pro V2 Calculating… Estimated API cost
Qwen3.5 Plus 2026-02-15 Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

Qwen3.5 Plus 2026-02-15 has the lower input price; KAT-Coder-Pro V2 has the lower output price; Qwen3.5 Plus 2026-02-15 offers the larger context window. For the 1M input plus 500K output sample, KAT-Coder-Pro V2 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.9 for KAT-Coder-Pro V2 and $1.04 for Qwen3.5 Plus 2026-02-15.

Best Fit

Choose KAT-Coder-Pro V2 when you care most about lower output-token price.

Choose Qwen3.5 Plus 2026-02-15 when you care most about lower input-token price, and larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, KAT-Coder-Pro V2 is estimated at $0.9 vs $1.04 for Qwen3.5 Plus 2026-02-15, saving $0.14 (13.5% lower).
  • KAT-Coder-Pro V2 is $0.14 cheaper on the standard workload (13.5% lower).
  • Qwen3.5 Plus 2026-02-15 is $0.04 cheaper per 1M input tokens (13.3% lower; 1.15x difference).
  • KAT-Coder-Pro V2 is $0.36 cheaper per 1M output tokens (23.1% lower; 1.3x difference).
  • Qwen3.5 Plus 2026-02-15 has 744K more context (3.91x larger).
Head-to-Head Specs
FeatureKAT-Coder-Pro V2
(Kwaipilot)
Qwen3.5 Plus 2026-02-15
(Qwen)
Input Price
prompt tokens per 1M
$0.3$0.26
Completion Price
per 1M tokens
$1.2$1.56
Sample Workload Cost
1M input + 500K output
$0.9$1.04
Context Window256K1M
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionKAT-Coder-Pro V2On the standard 1M input plus 500K output workload, KAT-Coder-Pro V2 is estimated at $0.9 vs $1.04 for Qwen3.5 Plus 2026-02-15, saving $0.14 (13.5% lower).
High-volume input processingQwen3.5 Plus 2026-02-15Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsKAT-Coder-Pro V2Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workQwen3.5 Plus 2026-02-15A larger context window leaves more room for retrieved passages, conversation history, or source files.

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Provider catalogs

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Kwaipilot catalog

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Qwen catalog

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