ZMIME
Comparison · 3 models · Updated Nov 2, 2026

Inkling Small vs Mistral Large 4 vs Claude Sonnet 5.5

Claude Sonnet 5.5 comes out ahead, 72 to 68 and 67 on our weighted score, though Inkling Small is 5× cheaper per token.

  1. Thinking Machines

    Inkling Small

    Released Jul 30, 2026

    68/100
    • ECI150.5
    • Price$0.58 / $1.44
    • Context1.05M
  2. Mistral AI

    Mistral Large 4

    Released Oct 6, 2026NewBeta

    67/100
    • ECI150.6
    • Price$0.70 / $2.10
    • Context1.05M
  3. Our pick

    Anthropic

    Claude Sonnet 5.5

    Released Sep 28, 2026New

    72/100
    • ECI166.7
    • Price$2.00 / $10.00
    • Context1M
01 — Verdict

Claude Sonnet 5.5 is our pick

Claude Sonnet 5.5 is the better all-round choice, scoring 72/100 against Inkling Small (68) and Mistral Large 4 (67). It leads on capability and inputs & features. Inkling Small wins on price. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.

  • CapabilityClaude Sonnet 5.5Capabilities Index (ECI): Claude Sonnet 5.5 166.7 · Mistral Large 4 150.6 · Inkling Small 150.5
  • Lowest priceInkling SmallInkling Small $0.795 · Mistral Large 4 $1.05 · Claude Sonnet 5.5 $4.00 per 1M tokens (3:1 blend)
  • Longest contextInkling Small and Mistral Large 4Inkling Small 1,048,576 · Mistral Large 4 1,048,576 · Claude Sonnet 5.5 1,000,000 tokens
  • Widest inputsInkling Small and Claude Sonnet 5.5Inkling Small: Text, Images, Audio · Mistral Large 4: Text, Images · Claude Sonnet 5.5: Text, Images, PDFs
  • Self-hostingInkling SmallPublishes downloadable weights (Apache-2.0)
How the score is built
MeasureWeightInkling SmallMistral Large 4Claude Sonnet 5.5
CapabilityCapabilities Index (ECI)50%777797
Price25%524720
Inputs & features15%707080
Context window10%616160
Overall100%68/10067/10072/100
02 — Side by side

Every spec in one table

Highlighted cells lead their row. Dashes mean the data is not published.

Inkling Small vs Mistral Large 4 vs Claude Sonnet 5.5 specifications side by side
SpecificationInkling SmallThinking MachinesMistral Large 4Mistral AIClaude Sonnet 5.5Anthropic
Capability
Capabilities Index (ECI)150.5150.6166.7 (best)
ECI rank#58 of 165#57 of 165#5 of 165 (best)
GPQA DiamondGraduate-level science questions88.5%88.1%95.6% (best)
FrontierMath Tiers 1–3Research-level mathematics46.3%58.6%88.8% (best)
OTIS Mock AIME 2024–2025Competition mathematics90.0%98.3%100% (best)
SimpleQA VerifiedShort factual questions19.1%20.0%46.5% (best)
Price per million tokens
Input$0.58 (best)$0.70$2.00
Output$1.44 (best)$2.10$10.00
Cached input$0.116$0.07 (best)$0.10
Blended (3:1)$0.795 (best)$1.05$4.00
Long-context rateSame rateSame rateSame rate
Price sourceOfficial Thinking Machines APIOfficial Mistral APIOfficial Anthropic API
Limits
Context window1,048,576 tokens (best)1,048,576 tokens (best)1,000,000 tokens
Max output1,048,576 tokens (best)262,144 tokens128,000 tokens
Inputs and features
TextYesYesYes
ImagesYesYesYes
PDFsNoNoYes
AudioYesNoNo
VideoNoNoNo
ReasoningYeslow · medium · high · xhigh · maxYeslow · medium · highYeslow · medium · high · xhigh · max
Tool callingYesYesYes
Structured outputNoYesYes
Availability
WeightsOpenApache-2.0ProprietaryProprietary
API model IDthinkingmachines/Inkling-Smallmistral-large-4claude-sonnet-5-5
API providers121534 (best)
ReleasedJul 30, 2026Oct 6, 2026Sep 28, 2026
Knowledge cutoff——Jun 2026
03 — Cost

What would a month cost?

Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.

  • Inkling Small$8.68
  • Mistral Large 4$11.20
  • Claude Sonnet 5.5$40.00
04 — Questions

Which should you choose?

Which is better: Inkling Small, Mistral Large 4 or Claude Sonnet 5.5?

Claude Sonnet 5.5 is the better all-round choice, scoring 72/100 against Inkling Small (68) and Mistral Large 4 (67). It leads on capability and inputs & features. Inkling Small wins on price. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.

Which is cheaper, Inkling Small, Mistral Large 4 or Claude Sonnet 5.5?

Inkling Small is cheaper at $0.58 input / $1.44 output per million tokens (official Thinking Machines API price). Mistral Large 4 costs $0.70 input / $2.10 output per million tokens (official Mistral API price); Claude Sonnet 5.5 costs $2.00 input / $10.00 output per million tokens (official Anthropic API price). At a typical mix of three input tokens to one output token, that is $0.795 per million tokens for Inkling Small versus $1.05 for Mistral Large 4 (1.3× as much) and $4.00 for Claude Sonnet 5.5 (5× as much).

Which scores higher on benchmarks?

Claude Sonnet 5.5 scores higher on the Capabilities Index (ECI): Claude Sonnet 5.5 166.7 (#5 of 165), Mistral Large 4 150.6 (#57 of 165) and Inkling Small 150.5 (#58 of 165). Their confidence ranges do not overlap (163.6–171.3 vs 147.4–153.5), so the gap is a real one. On individual benchmarks: GPQA Diamond — Claude Sonnet 5.5 95.6%, Inkling Small 88.5%, Mistral Large 4 88.1%; FrontierMath Tiers 1–3 — Claude Sonnet 5.5 88.8%, Mistral Large 4 58.6%, Inkling Small 46.3%; OTIS Mock AIME 2024–2025 — Claude Sonnet 5.5 100%, Mistral Large 4 98.3%, Inkling Small 90.0%; SimpleQA Verified — Claude Sonnet 5.5 46.5%, Mistral Large 4 20.0%, Inkling Small 19.1%.

Which is better for coding?

There are no published SWE-bench Verified results for Inkling Small, Mistral Large 4 and Claude Sonnet 5.5 yet, so there is no like-for-like coding score. On overall capability, Claude Sonnet 5.5 leads, which tends to carry over to coding, but test on your own codebase. All three support tool calling for agent workflows.

Which has the bigger context window?

Inkling Small and Mistral Large 4 have the largest context windows (1,048,576 and 1,048,576 tokens), against 1,000,000 for Claude Sonnet 5.5. Maximum output per response: Inkling Small up to 1,048,576, Mistral Large 4 up to 262,144, Claude Sonnet 5.5 up to 128,000 tokens.

Which can read images, PDFs, audio or video?

Inkling Small accepts text, images and audio; Mistral Large 4 accepts text and images; Claude Sonnet 5.5 accepts text, images and PDFs. Inkling Small handles the widest range of inputs.

Are any of these open source?

Inkling Small publishes its weights (Apache-2.0) and can be self-hosted; Mistral Large 4 and Claude Sonnet 5.5 is proprietary.

Which is newer?

Mistral Large 4 is the newest, released Oct 6, 2026. Claude Sonnet 5.5 came out Sep 28, 2026; Inkling Small came out Jul 30, 2026. Knowledge cutoff: Claude Sonnet 5.5 Jun 2026.

How do you decide the winner?

Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Nov 2, 2026.