Gemini 3.1 Pro Preview Custom Tools vs Qwen3.8 Max Prime
Pick up to 3 models · pricing, context and capabilities · simulate your product cost
Data updated on September 30, 2026· 217 models
Gemini 3.1 Pro Preview Custom Tools is a variant of Gemini 3.1 Pro that improves tool selection behavior by preventing overuse of a general bash tool when more efficient third-party...
- Reasoning estimated
- ▲
- Speed estimated
- ▲
- Input
- Output
- Context
- ▲1 M tokens
- Max output
- 66 K
- Input, $ per 1M tokens
- ▲$2.00
- Output, $ per 1M tokens
- $12.00
- Cache read, $ per 1M
- $0.200
- Batch (input / output)
- —
- Tool calling
- Yes
- Released
- 02/19/2026
- Knowledge cutoff
- 2025-01
- API id
- google/gemini-3.1-pro-preview-customtools
Qwen3.8 Max Prime is a higher-throughput variant of Qwen3.8 Max from Alibaba's Qwen team, served as a separate SKU at a higher price point.
- Reasoning estimated
- Speed estimated
- Input
- Output
- Context
- 1 M tokens
- Max output
- ▲131 K
- Input, $ per 1M tokens
- $4.00
- Output, $ per 1M tokens
- $12.00
- Cache read, $ per 1M
- $0.500
- Batch (input / output)
- —
- Tool calling
- Yes
- Released
- ▲09/23/2026
- Knowledge cutoff
- —
- API id
- qwen/qwen3.8-max-prime
Which is the better API choice: Gemini 3.1 Pro Preview Custom Tools vs Qwen3.8 Max Prime?
- Gemini 3.1 Pro Preview Custom Tools: cheapest input (50% less than Qwen3.8 Max Prime)
- Gemini 3.1 Pro Preview Custom Tools: largest context (1 M)
- Qwen3.8 Max Prime: the newest (09/23/2026)
- Gemini 3.1 Pro Preview Custom Tools: most reasoning (estimated)
- Gemini 3.1 Pro Preview Custom Tools: the fastest (estimated)
Gemini 3.1 Pro Preview Custom Tools costs 50% less on input and 0% less on output than Qwen3.8 Max Prime ($2.00 / $12.00 versus $4.00 / $12.00 per million tokens). Gemini 3.1 Pro Preview Custom Tools accepts more context (1 M). On capabilities, only Gemini 3.1 Pro Preview Custom Tools accepts audio.
What would your product cost?
Estimate the monthly cost with your app's real volume. List prices, no cache or batch discounts.
With Gemini 3.1 Pro Preview Custom Tools you save $30.00 a month versus Qwen3.8 Max Prime (28% less).
The 6 cheapest for this scenario (chat, last 12 months)
- 1Lyria 3 Pro Preview Google$0.00
- 2Lyria 3 Clip Preview Google$0.00
- 3Qwen3.7 Flash Qwen$0.97
- 4DeepSeek V4 Flash 0731 DeepSeek$1.55
- 5Ministral 3 3B 2512 Mistral$1.90
- 6Qwen3.5-Flash Qwen$2.02
Paste your prompt: tokens and cost per model
Rough estimate (about 4 characters per token). Nothing is sent to any server.
Cost of sending it 1,000 times (input only)
- 1Gemini 3.1 Pro Preview Custom Tools Google$0.152
- 2Claude Sonnet 5.5 Anthropic$0.152
- 3Claude Sonnet 5 Anthropic$0.152
- 4Qwen3.8 Max Prime Qwen$0.304
- 5Claude Opus 5.5 Anthropic$0.304
- 6Claude Opus 5 Anthropic$0.380
- 7Claude Fable 5.1 Anthropic$0.760
- 8Claude Fable 5 Anthropic$0.760
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Frequently asked questions
Which is the better API choice: Gemini 3.1 Pro Preview Custom Tools vs Qwen3.8 Max Prime?
Gemini 3.1 Pro Preview Custom Tools costs 50% less on input and 0% less on output than Qwen3.8 Max Prime ($2.00 / $12.00 versus $4.00 / $12.00 per million tokens). Gemini 3.1 Pro Preview Custom Tools accepts more context (1 M). On capabilities, only Gemini 3.1 Pro Preview Custom Tools accepts audio.
Which is cheaper: Gemini 3.1 Pro Preview Custom Tools and Qwen3.8 Max Prime?
Gemini 3.1 Pro Preview Custom Tools is cheaper: $2.00 per million input tokens and $12.00 per million output tokens, versus $4.00 / $12.00 for Qwen3.8 Max Prime.
Which has more context: Gemini 3.1 Pro Preview Custom Tools and Qwen3.8 Max Prime?
Gemini 3.1 Pro Preview Custom Tools accepts 1 M tokens of context; Qwen3.8 Max Prime accepts 1 M.
Which is newer: Gemini 3.1 Pro Preview Custom Tools and Qwen3.8 Max Prime?
Qwen3.8 Max Prime was released on 09/23/2026; Gemini 3.1 Pro Preview Custom Tools on 02/19/2026.
What would 10,000 requests a month cost with Gemini 3.1 Pro Preview Custom Tools and Qwen3.8 Max Prime?
With 1,500 input and 400 output tokens per request: Gemini 3.1 Pro Preview Custom Tools: $78.00; Qwen3.8 Max Prime: $108.00 a month, at list price.
Where do the prices come from and how often are they updated?
From the public catalogs of OpenRouter, models.dev and LiteLLM, which publish each provider's list prices. They sync once a day and the last update date is shown above the comparison.
What does price per million tokens mean?
It is what the provider charges per million tokens you send (input) or the model generates (output). A token is roughly 4 characters. Output almost always costs more than input.
Sources: OpenRouter, models.dev and LiteLLM. Prices in USD per million tokens, list price, no volume discounts. Prompt tokens are an estimate; each provider's tokenizer may differ.