Head-to-Head Pricing Benchmark

Kwaipilot: KAT-Coder-Pro V1 vs Qwen: Qwen2.5-VL 7B Instruct

Side-by-side pricing and context window comparison for production model selection.

Input delta: $0.01Output delta: $0.63Monthly delta: $39

Default Recommendation (120M input + 60M output)

Qwen: Qwen2.5-VL 7B Instruct 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	Kwaipilot: KAT-Coder-Pro V1	Qwen: Qwen2.5-VL 7B Instruct
Developer	kwaipilot	qwen
Context Window	256,000	32,768
Input Cost / 1M Tokens	$0.2070	$0.2000
Output Cost / 1M Tokens	$0.8280	$0.2000
Projected Monthly Cost	$75	$36
Vision	❌ No	✅ Yes
Tool Calling	✅ Yes	❌ No
Structured Output	✅ Yes	❌ No
Reasoning	❌ No	❌ No
MMLU Score	81.3	N/A
GPQA	76.4	N/A

Price History

Kwaipilot: KAT-Coder-Pro V1 Pricing Trend

Input / 1M tokens0.0%Output / 1M tokens0.0%

Mar 7 — Mar 11

Current Input / 1M

$0.2070

Current Output / 1M

$0.8280

Price History

Qwen: Qwen2.5-VL 7B Instruct Pricing Trend

Input / 1M tokens0.0%Output / 1M tokens0.0%

Mar 7 — Mar 11

Current Input / 1M

$0.2000

Current Output / 1M

$0.2000

Cost Calculator

Adjust your workload to see projected monthly costs.

Input tokens / month

01.0B

Output tokens / month

0500M

Kwaipilot: KAT-Coder-Pro V1

$75

per month

Qwen: Qwen2.5-VL 7B Instruct

$36

per month

Lower cost

Live Recommendation

Qwen: Qwen2.5-VL 7B Instruct is lower-cost at 120M input + 60M output tokens/month.

Qwen: Qwen2.5-VL 7B Instruct saves $39/mo at this workload

Open Kwaipilot: KAT-Coder-Pro V1 model page Open Qwen: Qwen2.5-VL 7B Instruct model page

Compare More Alternatives

Continue evaluation with more “A vs B pricing” decision pages.

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Quick Compare

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FAQ

Common questions for Kwaipilot: KAT-Coder-Pro V1 vs Qwen: Qwen2.5-VL 7B Instruct pricing decisions.

Which is cheaper for input tokens: Kwaipilot: KAT-Coder-Pro V1 or Qwen: Qwen2.5-VL 7B Instruct?

Qwen: Qwen2.5-VL 7B Instruct is cheaper on input token cost by $0.01 per 1M tokens.

Which is cheaper for output tokens: Kwaipilot: KAT-Coder-Pro V1 or Qwen: Qwen2.5-VL 7B Instruct?

Qwen: Qwen2.5-VL 7B Instruct is cheaper on output token cost by $0.63 per 1M tokens.

What is the projected monthly cost difference between Kwaipilot: KAT-Coder-Pro V1 and Qwen: Qwen2.5-VL 7B Instruct?

$39 difference for the default scenario (120M input + 60M output tokens/month).

How should I choose between Kwaipilot: KAT-Coder-Pro V1 and Qwen: Qwen2.5-VL 7B Instruct?

Use this page to compare context window and token pricing, then open each model page to evaluate additional alternatives and monthly workload fit.