Name: DeepSeek Reasoner
Author: DeepSeek

Question 1

What does this DeepSeek Reasoner vs Fugu Ultra comparison cover?

Accepted Answer

It brings together documented inputs and outputs, token limits, deployment terms and available pricing. When both models have source-linked, verified results on a shared benchmark, those results are shown with their individual sources. The comparison is a starting point for evaluating your own workload.

Question 2

Which is cheaper: DeepSeek Reasoner or Fugu Ultra?

Accepted Answer

DeepSeek Reasoner lists $0.14 input and $0.28 output per 1M tokens. Fugu Ultra lists $5.00 input and $30.00 output. The cheaper workload depends on the mix of input and output. Long-context tiers, caching, batch processing and retries can change the bill.

Question 3

Which has the larger context window: DeepSeek Reasoner or Fugu Ultra?

Accepted Answer

Both records list a 1M-token context window. An equal limit does not imply equal recall, instruction following, or long-context quality.

Question 4

Which is faster: DeepSeek Reasoner or Fugu Ultra?

Accepted Answer

There is no matched speed measurement for both models with the same source, host, region and date. Test the same prompts at your expected concurrency and measure time to the first useful response as well as complete task time.

Question 5

What input and output types do DeepSeek Reasoner and Fugu Ultra support?

Accepted Answer

DeepSeek Reasoner records text input and text output. Fugu Ultra records text, image input and text output. “Not documented” means the current source record is incomplete; it does not prove that a modality is unsupported.

Question 6

Should I choose DeepSeek Reasoner or Fugu Ultra?

Accepted Answer

Consider DeepSeek Reasoner if you need a lower listed input rate or a lower listed output rate. DeepSeek Reasoner offers downloadable weights; Fugu Ultra is listed as a proprietary model. Compare licence terms and operating costs before choosing a deployment. Test both on the same representative examples and judge the output against your acceptance criteria. Include tool failures, retries and the time to a completed task.

Specification	DeepSeek Reasoner	Fugu Ultra
Provider	DeepSeek	Sakana AI
Listed pricing route	DeepSeek	Sakana AI
Model family	deepseek-thinking	fugu
Accepted inputs	text	text, image
Produced outputs	text	text
Context window	1M	1M
Max output	384K	—
Input price / 1M	$0.14Lower	$5.00
Output price / 1M	$0.28Lower	$30.00
Reasoning mode	Documented	Documented
Tool calling	Documented	Documented
Image input	Not documented	Documented
Audio input	Not documented	Not documented
Structured output	Not documented	Documented
License	Open weights	Proprietary

DeepSeek Reasoner vs Fugu Ultra

DeepSeek Reasoner

Fugu Ultra

Key differences

Pricing, limits and capabilities

Which model should you choose?

Documentation and model profiles

Questions people ask

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