Can I run Qwen3 235B A22B Thinking 2507 or Rocinante 12B cheaper on another provider?

Some models are available on inference providers like Together AI, Groq, and Fireworks AI at lower prices. Check each model's pricing page for the full provider comparison.

What is the context window difference between Qwen3 235B A22B Thinking 2507 and Rocinante 12B?

Qwen3 235B A22B Thinking 2507 has a larger context window at 262K tokens vs 32K. This matters for long documents, large codebases, and extended conversation histories.

Compare

Qwen3 235B A22B Thinking 2507 vs Rocinante 12B

Pricing is only the shared seller matrix below. Best rates and catalog map are separate sections, so no chart is embedded in pricing. Open the calculator for the same workload on each side.

AlibabaQwen

Model

Qwen3 235B A22B Thinking 2507

Tool calling

Best $0.100 in · $0.100 out

Context window 262K

Pricing

Thedrummer

Model

Rocinante 12B

Tool calling

Best $0.170 in · $0.430 out

Context window 33K

Pricing

Qwen3 235B A22B Thinking 2507 is cheaper across the board — 41% cheaper on input and 76% cheaper on output.

Estimate cost

Pricing matrix

Shared sellers only. Each row is a host that lists both models. Dollar amounts are per 1M tokens. Lowest in each pair of columns is emphasized.

Provider	Qwen3 235B A22B Thinking 2507 in	Qwen3 235B A22B Thinking 2507 out	Rocinante 12B in	Rocinante 12B out
DeepInfra	$0.300	$2.90	N/A	N/A
Fireworks AI	$0.220	$0.880	N/A	N/A
Novita	$0.300	$3.00	N/A	N/A
Openrouter	$0.110	$0.600	$0.170	$0.430
Together AI	$0.650	$3.00	N/A	N/A
Wandb	$10000.00	$10000.00	N/A	N/A

Best listed rates (this pair)

Same "best row in current pricing" logic as model pages: a compact view of the lowest input and output we show for each side. This is not the seller matrix.

Catalog map · Alibaba · Thedrummer

Each chart uses real catalog rows that include both list input and list output ($/1M). Larger green dots are the models on this comparison page; accent dots are other active models from that provider.

Alibaba · input vs output

Scatter chart: X = input $/M, Y = output $/M. This page's models are labeled on the green dots; hover others for detail.

ListedoutputUSD/1M

One dot per catalog row that has both list prices. Green dots are labeled with the models on this page; hover any dot for name and prices. Upper-right means higher cost on both axes ($/1M).

Thedrummer · input vs output

ListedoutputUSD/1M

One dot per catalog row that has both list prices. Green dots are labeled with the models on this page; hover any dot for name and prices. Upper-right means higher cost on both axes ($/1M).

Specifications

Each column header is the full model name. Tint marks the favorable value where we compute a winner.

Spec

Qwen3 235B A22B Thinking 2507

Rocinante 12B

Context window: 262,144 tokens; 32,768 tokens
Max output tokens: 262,144 tokens; 32,768 tokens
Vision: No; No
Function calling: Yes; Yes
Streaming: No; Yes
Release date: Jul 2025; Sep 2024

Cost calculator

Same requests, input tokens, and output tokens for both columns. Pick the provider row that matches how you buy.

Qwen3 235B A22B Thinking 2507

Rocinante 12B

Requests / day

Input tokens

Output tokens

Qwen3 235B A22B Thinking 2507

Monthly

$123

Annual

$1.5K

Rocinante 12B

Monthly

$116

Annual

$1.4K

Save $7.50/month with Rocinante 12B

When to pick which

Short takeaways: no cards, just the points. Validate with your own workloads.

Long-context tasks
Use Qwen3 235B A22B Thinking 2507. Its 262K context window handles large codebases and documents better than 32K.
High-volume text generation
Use Qwen3 235B A22B Thinking 2507. Output tokens are 76% cheaper, which compounds significantly at scale.
Long output (reports, code files)
Use Qwen3 235B A22B Thinking 2507. Its 262K max output limit reduces the need to split requests.

Frequently asked questions

Qwen3 235B A22B Thinking 2507 is cheaper on both input and output tokens.

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