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.
Thinking Machines
Inkling Small
68/100- ECI150.5
- Price$0.58 / $1.44
- Context1.05M
Mistral AI
Mistral Large 4
67/100- ECI150.6
- Price$0.70 / $2.10
- Context1.05M
- Our pick
Anthropic
Claude Sonnet 5.5
72/100- ECI166.7
- Price$2.00 / $10.00
- Context1M
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)
| Measure | Weight | Inkling Small | Mistral Large 4 | Claude Sonnet 5.5 |
|---|---|---|---|---|
| CapabilityCapabilities Index (ECI) | 50% | 77 | 77 | 97 |
| Price | 25% | 52 | 47 | 20 |
| Inputs & features | 15% | 70 | 70 | 80 |
| Context window | 10% | 61 | 61 | 60 |
| Overall | 100% | 68/100 | 67/100 | 72/100 |
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | |||
|---|---|---|---|
| Capability | |||
| Capabilities Index (ECI) | 150.5 | 150.6 | 166.7 (best) |
| ECI rank | #58 of 165 | #57 of 165 | #5 of 165 (best) |
| GPQA DiamondGraduate-level science questions | 88.5% | 88.1% | 95.6% (best) |
| FrontierMath Tiers 1–3Research-level mathematics | 46.3% | 58.6% | 88.8% (best) |
| OTIS Mock AIME 2024–2025Competition mathematics | 90.0% | 98.3% | 100% (best) |
| SimpleQA VerifiedShort factual questions | 19.1% | 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 rate | Same rate | Same rate | Same rate |
| Price source | Official Thinking Machines API | Official Mistral API | Official Anthropic API |
| Limits | |||
| Context window | 1,048,576 tokens (best) | 1,048,576 tokens (best) | 1,000,000 tokens |
| Max output | 1,048,576 tokens (best) | 262,144 tokens | 128,000 tokens |
| Inputs and features | |||
| Text | Yes | Yes | Yes |
| Images | Yes | Yes | Yes |
| PDFs | No | No | Yes |
| Audio | Yes | No | No |
| Video | No | No | No |
| Reasoning | Yeslow · medium · high · xhigh · max | Yeslow · medium · high | Yeslow · medium · high · xhigh · max |
| Tool calling | Yes | Yes | Yes |
| Structured output | No | Yes | Yes |
| Availability | |||
| Weights | OpenApache-2.0 | Proprietary | Proprietary |
| API model ID | thinkingmachines/Inkling-Small | mistral-large-4 | claude-sonnet-5-5 |
| API providers | 12 | 15 | 34 (best) |
| Released | Jul 30, 2026 | Oct 6, 2026 | Sep 28, 2026 |
| Knowledge cutoff | — | — | Jun 2026 |
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
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.