What is the difference between Thinking Machines: Inkling and Inception: Mercury?

Thinking Machines: Inkling is developed by Thinking Machines while Inception: Mercury is developed by Inception. Thinking Machines: Inkling has a 1.0M token context window vs Inception: Mercury's 32K. You can compare their actual outputs across 54 challenges on Rival to see how they differ in practice.

Which is better, Thinking Machines: Inkling or Inception: Mercury?

It depends on your use case. Thinking Machines: Inkling and Inception: Mercury each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 54 challenges so you can judge which fits your needs best.

How much does Thinking Machines: Inkling cost compared to Inception: Mercury?

Thinking Machines: Inkling costs $1/M input tokens and Inception: Mercury costs $10/M input tokens. Thinking Machines: Inkling is $9.00/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 Inception: Mercury on Rival?

This page shows a side-by-side comparison of Thinking Machines: Inkling and Inception: Mercury 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 Inception: Mercury?

Thinking Machines: Inkling is developed by Thinking Machines while Inception: Mercury is developed by Inception. Thinking Machines: Inkling has a 1.0M token context window vs Inception: Mercury's 32K. You can compare their actual outputs across 54 challenges on Rival to see how they differ in practice.

Which is better, Thinking Machines: Inkling or Inception: Mercury?

It depends on your use case. Thinking Machines: Inkling and Inception: Mercury each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 54 challenges so you can judge which fits your needs best.

How much does Thinking Machines: Inkling cost compared to Inception: Mercury?

Thinking Machines: Inkling costs $1/M input tokens and Inception: Mercury costs $10/M input tokens. Thinking Machines: Inkling is $9.00/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 Inception: Mercury on Rival?

This page shows a side-by-side comparison of Thinking Machines: Inkling and Inception: Mercury 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 Inception: Mercury: Which Is Better?

Updated Jul 2026

Our Verdict

Thinking Machines: Inkling

Inception: MercuryRunner-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

10× cheaper

Output

$4.05

2.5× cheaper

Inception: Mercury

Input

$10.00

Output

$10.00

Thinking Machines: Inkling is cheaper on both — 10× input, 2.5× output

Writing DNA

Style Comparison

Similarity

60%

Inception: Mercury uses 2.1x more headings

Thinking Machines: Inkling

Inception: Mercury

57%Vocabulary55%

19wSentence Length40w

0.30Hedging0.39

5.0Bold4.9

2.7Lists3.8

0.04Emoji0.04

0.49Headings1.04

0.06Transitions0.03

Based on 27 + 17 text responses

Research

What we learned reading every model

Thinking Machines: Inkling and Inception: Mercury 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

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Inception: Mercury vs GPT-5New provider

Inception: Mercury vs Llama 4 MaverickNew provider

Updated Jul 2026

Our Verdict

Thinking Machines: Inkling

Inception: MercuryRunner-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

10× cheaper

Output

$4.05

2.5× cheaper

Inception: Mercury

Input

$10.00

Output

$10.00

Thinking Machines: Inkling is cheaper on both — 10× input, 2.5× output

Writing DNA

Style Comparison

Similarity

60%

Inception: Mercury uses 2.1x more headings

Thinking Machines: Inkling

Inception: Mercury

57%Vocabulary55%

19wSentence Length40w

0.30Hedging0.39

5.0Bold4.9

2.7Lists3.8

0.04Emoji0.04

0.49Headings1.04

0.06Transitions0.03

Based on 27 + 17 text responses

Research

What we learned reading every model

Thinking Machines: Inkling and Inception: Mercury 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

Inception: Mercury vs MiniMax M3New provider

Inception: Mercury vs GPT-5New provider

Inception: Mercury vs Llama 4 MaverickNew provider