What is the difference between DeepSeek V3.1 and Thinking Machines: Inkling?

DeepSeek V3.1 is developed by DeepSeek while Thinking Machines: Inkling is developed by Thinking Machines. DeepSeek V3.1 has a 164K token context window vs Thinking Machines: Inkling's 1.0M. You can compare their actual outputs across 53 challenges on Rival to see how they differ in practice.

Which is better, DeepSeek V3.1 or Thinking Machines: Inkling?

It depends on your use case. DeepSeek V3.1 and Thinking Machines: Inkling each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 53 challenges so you can judge which fits your needs best.

How much does DeepSeek V3.1 cost compared to Thinking Machines: Inkling?

DeepSeek V3.1 costs $0.2/M input tokens and Thinking Machines: Inkling costs $1/M input tokens. DeepSeek V3.1 is $0.80/M cheaper per input. Check their side-by-side outputs on Rival to see if the price difference is justified by quality.

How can I compare DeepSeek V3.1 and Thinking Machines: Inkling on Rival?

This page shows a side-by-side comparison of DeepSeek V3.1 and Thinking Machines: Inkling across shared challenges. You can vote on which model produced the better output in a blind duel. Browsing and voting are free. No account is needed to look; signing in only saves your votes and likes.

What is the difference between DeepSeek V3.1 and Thinking Machines: Inkling?

DeepSeek V3.1 is developed by DeepSeek while Thinking Machines: Inkling is developed by Thinking Machines. DeepSeek V3.1 has a 164K token context window vs Thinking Machines: Inkling's 1.0M. You can compare their actual outputs across 53 challenges on Rival to see how they differ in practice.

Which is better, DeepSeek V3.1 or Thinking Machines: Inkling?

It depends on your use case. DeepSeek V3.1 and Thinking Machines: Inkling each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 53 challenges so you can judge which fits your needs best.

How much does DeepSeek V3.1 cost compared to Thinking Machines: Inkling?

DeepSeek V3.1 costs $0.2/M input tokens and Thinking Machines: Inkling costs $1/M input tokens. DeepSeek V3.1 is $0.80/M cheaper per input. Check their side-by-side outputs on Rival to see if the price difference is justified by quality.

How can I compare DeepSeek V3.1 and Thinking Machines: Inkling on Rival?

This page shows a side-by-side comparison of DeepSeek V3.1 and Thinking Machines: Inkling across shared challenges. You can vote on which model produced the better output in a blind duel. Browsing and voting are free. No account is needed to look; signing in only saves your votes and likes.

DeepSeek V3.1 vs Thinking Machines: Inkling: Which Is Better?

Updated Jul 2026

Our Verdict

DeepSeek V3.1

Thinking Machines: Inkling

No community votes yet. On paper, these are closely matched - try both with your actual task to see which fits your workflow.

DeepSeek V3.1 is 5.1x cheaper per token — worth considering if cost matters.

Too close to call

API pricing

Cost per 1M tokens

DeepSeek V3.1

Input

$0.20

5.0× cheaper

Output

$0.80

5.1× cheaper

Thinking Machines: Inkling

Input

$1.00

Output

$4.05

DeepSeek V3.1 is cheaper on both — 5.0× input, 5.1× output

Writing DNA

Style Comparison

Similarity

48%

DeepSeek V3.1 uses 3.8x more transitions

DeepSeek V3.1

Thinking Machines: Inkling

53%Vocabulary57%

14wSentence Length19w

0.42Hedging0.30

4.0Bold5.0

3.6Lists2.7

0.02Emoji0.04

0.40Headings0.49

0.22Transitions0.06

Based on 23 + 27 text responses

Research

What we learned reading every model

DeepSeek V3.1 and Thinking Machines: Inkling have opinions about your brand too.Ask 10 models what they tell people about you. Verbatim receipts.Run the mirror

FAQ

Common questions

Keep exploring

More comparisons

DeepSeek V3.1 vs GPT-5New provider

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DeepSeek V3.1 vs Gemini 3.6 FlashNew provider

Updated Jul 2026

Our Verdict

DeepSeek V3.1

Thinking Machines: Inkling

No community votes yet. On paper, these are closely matched - try both with your actual task to see which fits your workflow.

DeepSeek V3.1 is 5.1x cheaper per token — worth considering if cost matters.

Too close to call

API pricing

Cost per 1M tokens

DeepSeek V3.1

Input

$0.20

5.0× cheaper

Output

$0.80

5.1× cheaper

Thinking Machines: Inkling

Input

$1.00

Output

$4.05

DeepSeek V3.1 is cheaper on both — 5.0× input, 5.1× output

Writing DNA

Style Comparison

Similarity

48%

DeepSeek V3.1 uses 3.8x more transitions

DeepSeek V3.1

Thinking Machines: Inkling

53%Vocabulary57%

14wSentence Length19w

0.42Hedging0.30

4.0Bold5.0

3.6Lists2.7

0.02Emoji0.04

0.40Headings0.49

0.22Transitions0.06

Based on 23 + 27 text responses

Research

What we learned reading every model

DeepSeek V3.1 and Thinking Machines: Inkling have opinions about your brand too.Ask 10 models what they tell people about you. Verbatim receipts.Run the mirror

FAQ

Common questions

Keep exploring

More comparisons

DeepSeek V3.1 vs GPT-5New provider

DeepSeek V3.1 vs MiniMax M3New provider

DeepSeek V3.1 vs Gemini 3.6 FlashNew provider