Qwen3.8 27B vs Grok 4.3 vs Inkling Small
Inkling Small comes out ahead, 70 to 67 and 67 on our weighted score, and it is the cheaper option too.
Alibaba (Qwen)
Qwen3.8 27B
67/100- ECI149.4
- Price$0.40 / $2.50
- Context262K
xAI
Grok 4.3
67/100- ECI149.2
- Price$1.25 / $2.50
- Context1M
- Our pick
Thinking Machines
Inkling Small
70/100- ECI150.2
- Price$0.50 / $1.20
- Context1.05M
Inkling Small is our pick
Inkling Small is the better all-round choice, scoring 70/100 against Qwen3.8 27B (67) and Grok 4.3 (67). It leads on price. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
- CapabilityInkling SmallCapabilities Index (ECI): Inkling Small 150.2 · Qwen3.8 27B 149.4 · Grok 4.3 149.2
- Lowest priceInkling SmallInkling Small $0.675 · Qwen3.8 27B $0.925 · Grok 4.3 $1.56 per 1M tokens (3:1 blend)
- Longest contextInkling SmallInkling Small 1,048,576 · Grok 4.3 1,000,000 · Qwen3.8 27B 262,144 tokens
- Widest inputsSame inputsQwen3.8 27B: Text, Images, Video · Grok 4.3: Text, Images, PDFs · Inkling Small: Text, Images, Audio
- Self-hostingQwen3.8 27B and Inkling SmallPublishes downloadable weights (Apache-2.0)
| Measure | Weight | Qwen3.8 27B | Grok 4.3 | Inkling Small |
|---|---|---|---|---|
| CapabilityCapabilities Index (ECI) | 50% | 77 | 77 | 78 |
| Price | 25% | 51 | 41 | 58 |
| Inputs & features | 15% | 80 | 80 | 70 |
| Context window | 10% | 37 | 60 | 61 |
| Overall | 100% | 67/100 | 67/100 | 70/100 |
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | |||
|---|---|---|---|
| Capability | |||
| Capabilities Index (ECI) | 149.4 | 149.2 | 150.2 (best) |
| ECI rank | #53 of 148 | #55 of 148 | #47 of 148 (best) |
| GPQA DiamondGraduate-level science questions | — | 88.8% (best) | 88.5% |
| FrontierMath Tiers 1–3Research-level mathematics | — | 42.8% | 46.3% (best) |
| OTIS Mock AIME 2024–2025Competition mathematics | — | 93.3% (best) | 90.0% |
| SimpleQA VerifiedShort factual questions | — | 33.2% (best) | 19.1% |
| Price per million tokens | |||
| Input | $0.40 (best) | $1.25 | $0.50 |
| Output | $2.50 | $2.50 | $1.20 (best) |
| Cached input | — | $0.20 | — |
| Blended (3:1) | $0.925 | $1.56 | $0.675 (best) |
| Long-context rate | Same rate | Over 200K: $2.50 / $5.00 | Same rate |
| Price source | Median of 39 providers | Official xAI API | Median of 11 providers |
| Limits | |||
| Context window | 262,144 tokens | 1,000,000 tokens | 1,048,576 tokens (best) |
| Max output | 32,768 tokens | 30,000 tokens | 1,048,576 tokens (best) |
| Inputs and features | |||
| Text | Yes | Yes | Yes |
| Images | Yes | Yes | Yes |
| PDFs | No | Yes | No |
| Audio | No | No | Yes |
| Video | Yes | No | No |
| Reasoning | Yes | Yeslow · medium · high | Yes |
| Tool calling | Yes | Yes | Yes |
| Structured output | Yes | Yes | No |
| Availability | |||
| Weights | Open | Proprietary | OpenApache-2.0 |
| API model ID | — | grok-4.3 | — |
| API providers | 41 (best) | 27 | 11 |
| Released | Aug 14, 2026 | Apr 17, 2026 | Jul 30, 2026 |
| Knowledge cutoff | — | — | — |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
Qwen3.8 27B$9.00
Grok 4.3$17.50
Inkling Small$7.40
Which should you choose?
Which is better: Qwen3.8 27B, Grok 4.3 or Inkling Small?
Inkling Small is the better all-round choice, scoring 70/100 against Qwen3.8 27B (67) and Grok 4.3 (67). It leads on price. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
Which is cheaper, Qwen3.8 27B, Grok 4.3 or Inkling Small?
Inkling Small is cheaper at $0.50 input / $1.20 output per million tokens (median across 11 API providers). Qwen3.8 27B costs $0.40 input / $2.50 output per million tokens (median across 39 API providers); Grok 4.3 costs $1.25 input / $2.50 output per million tokens (official xAI API price). At a typical mix of three input tokens to one output token, that is $0.675 per million tokens for Inkling Small versus $0.925 for Qwen3.8 27B (1.4× as much) and $1.56 for Grok 4.3 (2.3× as much).
Which scores higher on benchmarks?
Inkling Small scores higher on the Capabilities Index (ECI): Inkling Small 150.2 (#47 of 148), Qwen3.8 27B 149.4 (#53 of 148) and Grok 4.3 149.2 (#55 of 148). The confidence ranges of the top two overlap (147.5–152.1 vs 147.5–151.6), so treat the gap as small.
Which is better for coding?
There are no published SWE-bench Verified results for Qwen3.8 27B, Grok 4.3 and Inkling Small yet, so there is no like-for-like coding score. On overall capability, Inkling Small 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 has the largest context window at 1,048,576 tokens, against 1,000,000 for Grok 4.3 and 262,144 for Qwen3.8 27B. Maximum output per response: Qwen3.8 27B up to 32,768, Grok 4.3 up to 30,000, Inkling Small up to 1,048,576 tokens.
Which can read images, PDFs, audio or video?
Qwen3.8 27B accepts text, images and video; Grok 4.3 accepts text, images and PDFs; Inkling Small accepts text, images and audio. They handle the same number of input types.
Are any of these open source?
Qwen3.8 27B and Inkling Small publishes its weights (Apache-2.0) and can be self-hosted; Grok 4.3 is proprietary.
Which is newer?
Qwen3.8 27B is the newest, released Aug 14, 2026. Inkling Small came out Jul 30, 2026; Grok 4.3 came out Apr 17, 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 Oct 4, 2026.