What is the difference between Thinking Machines: Inkling and QwQ 32B?

Thinking Machines: Inkling is developed by Thinking Machines while QwQ 32B is developed by Qwen. Thinking Machines: Inkling has a 1.0M token context window vs QwQ 32B's 40K. You can compare their actual outputs across 15 challenges on Rival to see how they differ in practice.

Which is better, Thinking Machines: Inkling or QwQ 32B?

It depends on your use case. Thinking Machines: Inkling and QwQ 32B each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 15 challenges so you can judge which fits your needs best.

How much does Thinking Machines: Inkling cost compared to QwQ 32B?

Thinking Machines: Inkling costs $1/M input tokens and QwQ 32B costs $0.5/M input tokens. QwQ 32B is $0.50/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 Thinking Machines: Inkling and QwQ 32B on Rival?

This page shows a side-by-side comparison of Thinking Machines: Inkling and QwQ 32B 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 Thinking Machines: Inkling and QwQ 32B?

Thinking Machines: Inkling is developed by Thinking Machines while QwQ 32B is developed by Qwen. Thinking Machines: Inkling has a 1.0M token context window vs QwQ 32B's 40K. You can compare their actual outputs across 15 challenges on Rival to see how they differ in practice.

Which is better, Thinking Machines: Inkling or QwQ 32B?

It depends on your use case. Thinking Machines: Inkling and QwQ 32B each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 15 challenges so you can judge which fits your needs best.

How much does Thinking Machines: Inkling cost compared to QwQ 32B?

Thinking Machines: Inkling costs $1/M input tokens and QwQ 32B costs $0.5/M input tokens. QwQ 32B is $0.50/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 Thinking Machines: Inkling and QwQ 32B on Rival?

This page shows a side-by-side comparison of Thinking Machines: Inkling and QwQ 32B 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.

Thinking Machines: Inkling vs QwQ 32B: Which Is Better?

Updated Jul 2026

Our Verdict

Thinking Machines: Inkling

QwQ 32BRunner-up

No community votes yet. On paper, Thinking Machines: Inkling has the edge — bigger model tier, newer, bigger context window.

Slight edge

API pricing

Cost per 1M tokens

Thinking Machines: Inkling

Input

$1.00

Output

$4.05

QwQ 32B

Input

$0.50

2.0× cheaper

Output

$1.50

2.7× cheaper

QwQ 32B is cheaper on both — 2.0× input, 2.7× output

Writing DNA

Style Comparison

Similarity

43%

Thinking Machines: Inkling uses 3.9x more emoji

Thinking Machines: Inkling

QwQ 32B

57%Vocabulary64%

19wSentence Length12w

0.30Hedging0.36

5.0Bold13.6

2.7Lists8.4

0.04Emoji0.00

0.49Headings0.00

0.06Transitions0.39

Based on 27 + 4 text responses

Research

What we learned reading every model

Thinking Machines: Inkling and QwQ 32B 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

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QwQ 32B vs GPT-5New provider

QwQ 32B vs Gemini 3.5 FlashNew provider

Updated Jul 2026

Our Verdict

Thinking Machines: Inkling

QwQ 32BRunner-up

No community votes yet. On paper, Thinking Machines: Inkling has the edge — bigger model tier, newer, bigger context window.

Slight edge

API pricing

Cost per 1M tokens

Thinking Machines: Inkling

Input

$1.00

Output

$4.05

QwQ 32B

Input

$0.50

2.0× cheaper

Output

$1.50

2.7× cheaper

QwQ 32B is cheaper on both — 2.0× input, 2.7× output

Writing DNA

Style Comparison

Similarity

43%

Thinking Machines: Inkling uses 3.9x more emoji

Thinking Machines: Inkling

QwQ 32B

57%Vocabulary64%

19wSentence Length12w

0.30Hedging0.36

5.0Bold13.6

2.7Lists8.4

0.04Emoji0.00

0.49Headings0.00

0.06Transitions0.39

Based on 27 + 4 text responses

Research

What we learned reading every model

Thinking Machines: Inkling and QwQ 32B 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

QwQ 32B vs MiniMax M3New provider

QwQ 32B vs GPT-5New provider

QwQ 32B vs Gemini 3.5 FlashNew provider