API cost decision in 10 seconds

Qwen3.5 Plus 2026-04-20 vs KAT-Coder-Pro V2

Pick KAT-Coder-Pro V2 for lower cost; pick Qwen3.5 Plus 2026-04-20 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 2026-04-20 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 $1.2 for Qwen3.5 Plus 2026-04-20, saving $0.3 (25% lower).

Cost-first pickKAT-Coder-Pro V2
Context-first pickQwen3.5 Plus 2026-04-20
Sample savings$0.325%
10x traffic gap$3

Qwen3.5 Plus 2026-04-20 has more context, but KAT-Coder-Pro V2 saves $0.3 on the standard workload. At 10x that traffic, the same price gap is about $3. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

KAT-Coder-Pro V2 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickQwen3.5 Plus 2026-04-20KAT-Coder-Pro V2
Input-heavy / RAG5M input + 500K outputKAT-Coder-Pro V2$2.4$2.1
Balanced workload1M input + 1M outputKAT-Coder-Pro V2$2.1$1.5
Output-heavy chatbot1M input + 5M outputKAT-Coder-Pro V2$9.3$6.3
Cheaper input Tie $0.3 vs $0.3 / 1M

Both models report the same input price at $0.3 per 1M tokens.

Cheaper output KAT-Coder-Pro V2 $1.8 vs $1.2 / 1M

KAT-Coder-Pro V2 is $0.6 cheaper per 1M output tokens (33.3% lower; 1.5x difference).

Larger context Qwen3.5 Plus 2026-04-20 1M vs 256K

Qwen3.5 Plus 2026-04-20 has 744K more context (3.91x larger).

Sample workload KAT-Coder-Pro V2 $1.2 vs $0.9

KAT-Coder-Pro V2 is $0.3 cheaper on the standard workload (25% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Qwen3.5 Plus 2026-04-20 Calculating… Estimated API cost
KAT-Coder-Pro V2 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

both models tie on input price; KAT-Coder-Pro V2 has the lower output price; Qwen3.5 Plus 2026-04-20 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 $1.2 for Qwen3.5 Plus 2026-04-20 and $0.9 for KAT-Coder-Pro V2.

Best Fit

Choose Qwen3.5 Plus 2026-04-20 when you care most about larger context window.

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

Decision Notes
  • On the standard 1M input plus 500K output workload, KAT-Coder-Pro V2 is estimated at $0.9 vs $1.2 for Qwen3.5 Plus 2026-04-20, saving $0.3 (25% lower).
  • KAT-Coder-Pro V2 is $0.3 cheaper on the standard workload (25% lower).
  • Both models report the same input price at $0.3 per 1M tokens.
  • KAT-Coder-Pro V2 is $0.6 cheaper per 1M output tokens (33.3% lower; 1.5x difference).
  • Qwen3.5 Plus 2026-04-20 has 744K more context (3.91x larger).
Head-to-Head Specs
FeatureQwen3.5 Plus 2026-04-20
(Qwen)
KAT-Coder-Pro V2
(Kwaipilot)
Input Price
prompt tokens per 1M
$0.3$0.3
Completion Price
per 1M tokens
$1.8$1.2
Sample Workload Cost
1M input + 500K output
$1.2$0.9
Context Window1M256K
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 $1.2 for Qwen3.5 Plus 2026-04-20, saving $0.3 (25% lower).
High-volume input processingTieLower 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 2026-04-20A larger context window leaves more room for retrieved passages, conversation history, or source files.

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Provider catalogs

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Qwen catalog

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Kwaipilot catalog

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