What models are supported?

We support the latest and most capable models from all leading platforms, including OpenAI, Anthropic, Google, Meta, and DeepSeek. Our system is designed to integrate new models within hours of their public release.

How does the credit system work?

Each plan comes with a set amount of monthly credits. Credits are consumed based on the token usage of the models you interact with. We bill in micro-credits to ensure you only pay for what you actually use.

How does the credit system translate to tokens?

Credits map directly to raw token consumption. For example, $10 of credits corresponds to roughly 1 million input tokens of GPT-4o, or up to 60 million input tokens on our open-source models. View the Benchmarks section for detailed conversion rates.

Is there a free trial?

Yes! Every new account automatically starts with a 7-day Developer plan trial at no cost — 200 credits included. You get full access to multi-model comparison, API key support, and cost visibility. After 7 days, choose Personal ($10/mo) or Developer ($20/mo) to continue.

Can I cancel my subscription at any time?

Absolutely. You can manage your subscription through our billing portal and cancel at any time. Your credits will remains active until the end of your billing cycle.

Gemini 3.1 Pro vs Qwen 3.8 Max — Price, Context, and Capability Compared

Verdict

Gemini 3.1 Pro costs 1.6× more per blended million tokens than Qwen 3.8 Max. Gemini 3.1 Pro has the larger context window (2,000,000 tokens). Default to Qwen 3.8 Max unless you specifically need Gemini 3.1 Pro's edge.

Spec comparison

	Gemini 3.1 Pro	Qwen 3.8 Max
Price (input)	$2.00/M	$1.60/M ✓
Price (output)	$12.00/M	$6.40/M ✓
Blended price	$4.50/M	$2.80/M ✓
Context window	2,000,000 tokens ✓	256,000 tokens
Max output	64,000 tokens ✓	32,768 tokens
Modalities	text, vision, audio	text, vision
Reasoning mode	Yes	Yes
Released	2026-02	2026-06
Speed	55 t/s ✓	47 t/s

Cost at scale (3:1 blended)

Tokens / month	Gemini 3.1 Pro	Qwen 3.8 Max	Delta
1,000,000	$4.50	$2.80	$1.70 (1.6×)
10,000,000	$45.00	$28.00	$17.00 (1.6×)
100,000,000	$450.00	$280.00	$170.00 (1.6×)

Choose Gemini 3.1 Pro if…

✓Largest context window of any current model (2M tokens)
✓Native audio and video understanding
✓Google Search grounding
✓Whole-codebase, whole-document, or long-video analysis in a single request.

Choose Qwen 3.8 Max if…

✓Alibaba’s flagship proprietary model
✓Frontier-class reasoning and long-context understanding
✓Served directly from Alibaba Cloud
✓Frontier-class reasoning outside the US big-lab ecosystem.

Run this exact matchup right now

Send the same prompt to Gemini 3.1 Pro and Qwen 3.8 Max side by side and see the outputs yourself.

Try Gemini 3.1 Pro vs Qwen 3.8 Max Free

FAQ

Is Gemini 3.1 Pro cheaper than Qwen 3.8 Max?

Qwen 3.8 Max is cheaper, at $2.80 per million blended tokens vs $4.50 for Gemini 3.1 Pro.

Which has the bigger context window, Gemini 3.1 Pro or Qwen 3.8 Max?

Gemini 3.1 Pro has the larger context window: 2,000,000 tokens vs 256,000.

Can Gemini 3.1 Pro replace Qwen 3.8 Max for coding?

Both are viable for coding. Largest context window of any current model (2M tokens) (Gemini 3.1 Pro) vs Alibaba’s flagship proprietary model (Qwen 3.8 Max) — pick based on which strength matters more for your workload.

Which is faster, Gemini 3.1 Pro or Qwen 3.8 Max?

Gemini 3.1 Pro is faster: 55 t/s vs 47 t/s, measured on our speed benchmarks.

Gemini 3.1 Pro pricing Qwen 3.8 Max pricing vs Claude Opus 4.8 vs Grok 4.3 vs GPT-5.6 Terra vs Claude Sonnet 4.6 Premium model tests

Pricing verified 2026-04-06. Specs verified 2026-08-08.