Grok 4.20 (Reasoning) vs Kimi K2.6 vs Qwen3 14B
Grok 4.20 (Reasoning) comes out ahead, 68 to 65 and 54 on our weighted score, though Qwen3 14B is 2.6× cheaper per token.
- Our pick
xAIGrok 4.20 (Reasoning)
68/100- ECI152.0
- Price$1.25 / $2.50
- Context1M
Moonshot AIKimi K2.6
65/100- ECI151.1
- Price$0.95 / $4.00
- Context262K
Alibaba (Qwen)Qwen3 14B
54/100- ECI138.2
- Price$0.35 / $1.40
- Context131K
Grok 4.20 (Reasoning) is our pick
Grok 4.20 (Reasoning) is the better all-round choice, scoring 68/100 against Kimi K2.6 (65) and Qwen3 14B (54). It leads on context window. Qwen3 14B wins on price. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
- CapabilityGrok 4.20 (Reasoning)Capabilities Index (ECI): Grok 4.20 (Reasoning) 152.0 · Kimi K2.6 151.1 · Qwen3 14B 138.2
- Lowest priceQwen3 14BQwen3 14B $0.613 · Grok 4.20 (Reasoning) $1.56 · Kimi K2.6 $1.71 per 1M tokens (3:1 blend)
- Longest contextGrok 4.20 (Reasoning)Grok 4.20 (Reasoning) 1,000,000 · Kimi K2.6 262,144 · Qwen3 14B 131,072 tokens
- Widest inputsGrok 4.20 (Reasoning) and Kimi K2.6Grok 4.20 (Reasoning): Text, Images, PDFs · Kimi K2.6: Text, Images, Video · Qwen3 14B: Text
- Self-hostingKimi K2.6 and Qwen3 14BPublishes downloadable weights
| Measure | Weight | Grok 4.20 (Reasoning) | Kimi K2.6 | Qwen3 14B |
|---|---|---|---|---|
| CapabilityCapabilities Index (ECI) | 50% | 81 | 79 | 63 |
| Price | 25% | 41 | 39 | 60 |
| Inputs & features | 15% | 80 | 80 | 35 |
| Context window | 10% | 60 | 37 | 24 |
| Overall | 100% | 68/100 | 65/100 | 54/100 |
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | Grok 4.20 (Reasoning)xAI | Kimi K2.6Moonshot AI | Qwen3 14BAlibaba (Qwen) |
|---|---|---|---|
| Capability | |||
| Capabilities Index (ECI) | 152.0 (best) | 151.1 | 138.2 |
| ECI rank | #41 of 148 (best) | #45 of 148 | #107 of 148 |
| GPQA DiamondGraduate-level science questions | 89.3% | 90.8% (best) | 63.8% |
| FrontierMath Tiers 1–3Research-level mathematics | 44.9% | 57.2% (best) | — |
| OTIS Mock AIME 2024–2025Competition mathematics | 92.2% | 96.1% (best) | 66.4% |
| SWE-bench VerifiedFixing real GitHub issues | — | 76.7% | — |
| SimpleQA VerifiedShort factual questions | 30.2% | 34.9% (best) | — |
| Price per million tokens | |||
| Input | $1.25 | $0.95 | $0.35 (best) |
| Output | $2.50 | $4.00 | $1.40 (best) |
| Cached input | $0.20 | $0.16 (best) | — |
| Blended (3:1) | $1.56 | $1.71 | $0.613 (best) |
| Long-context rate | Over 200K: $2.50 / $5.00 | Same rate | Same rate |
| Price source | Official xAI API | Official Moonshot AI API | Official Alibaba API |
| Limits | |||
| Context window | 1,000,000 tokens (best) | 262,144 tokens | 131,072 tokens |
| Max output | 30,000 tokens | 262,144 tokens (best) | 8,192 tokens |
| Inputs and features | |||
| Text | Yes | Yes | Yes |
| Images | Yes | Yes | No |
| PDFs | Yes | No | No |
| Audio | No | No | No |
| Video | No | Yes | No |
| Reasoning | Yes | Yes | Yes |
| Tool calling | Yes | Yes | Yes |
| Structured output | Yes | Yes | No |
| Availability | |||
| Weights | Proprietary | Open | Open |
| API model ID | grok-4.20-0309-reasoning | kimi-k2.6 | qwen3-14b |
| API providers | 11 | 46 (best) | 1 |
| Released | Mar 9, 2026 | Apr 21, 2026 | Apr 29, 2025 |
| Knowledge cutoff | — | Jan 2025 | Apr 2025 |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Grok 4.20 (Reasoning)$17.50
- Kimi K2.6$17.50
- Qwen3 14B$6.30
Which should you choose?
Which is better: Grok 4.20 (Reasoning), Kimi K2.6 or Qwen3 14B?
Grok 4.20 (Reasoning) is the better all-round choice, scoring 68/100 against Kimi K2.6 (65) and Qwen3 14B (54). It leads on context window. Qwen3 14B wins on price. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
Which is cheaper, Grok 4.20 (Reasoning), Kimi K2.6 or Qwen3 14B?
Qwen3 14B is cheaper at $0.35 input / $1.40 output per million tokens (official Alibaba API price). Grok 4.20 (Reasoning) costs $1.25 input / $2.50 output per million tokens (official xAI API price); Kimi K2.6 costs $0.95 input / $4.00 output per million tokens (official Moonshot AI API price). At a typical mix of three input tokens to one output token, that is $0.613 per million tokens for Qwen3 14B versus $1.56 for Grok 4.20 (Reasoning) (2.6× as much) and $1.71 for Kimi K2.6 (2.8× as much).
Which scores higher on benchmarks?
Grok 4.20 (Reasoning) scores higher on the Capabilities Index (ECI): Grok 4.20 (Reasoning) 152.0 (#41 of 148), Kimi K2.6 151.1 (#45 of 148) and Qwen3 14B 138.2 (#107 of 148). The confidence ranges of the top two overlap (149.3–154.4 vs 149.1–152.8), so treat the gap as small. On individual benchmarks: GPQA Diamond — Kimi K2.6 90.8%, Grok 4.20 (Reasoning) 89.3%, Qwen3 14B 63.8%; OTIS Mock AIME 2024–2025 — Kimi K2.6 96.1%, Grok 4.20 (Reasoning) 92.2%, Qwen3 14B 66.4%.
Which is better for coding?
There are no published SWE-bench Verified results for Grok 4.20 (Reasoning) and Qwen3 14B yet, so there is no like-for-like coding score. On overall capability, Grok 4.20 (Reasoning) 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?
Grok 4.20 (Reasoning) has the largest context window at 1,000,000 tokens, against 262,144 for Kimi K2.6 and 131,072 for Qwen3 14B. Maximum output per response: Grok 4.20 (Reasoning) up to 30,000, Kimi K2.6 up to 262,144, Qwen3 14B up to 8,192 tokens.
Which can read images, PDFs, audio or video?
Grok 4.20 (Reasoning) accepts text, images and PDFs; Kimi K2.6 accepts text, images and video; Qwen3 14B accepts text. Grok 4.20 (Reasoning) handles the widest range of inputs.
Are any of these open source?
Kimi K2.6 and Qwen3 14B publishes its weights and can be self-hosted; Grok 4.20 (Reasoning) is proprietary.
Which is newer?
Kimi K2.6 is the newest, released Apr 21, 2026. Grok 4.20 (Reasoning) came out Mar 9, 2026; Qwen3 14B came out Apr 29, 2025. Knowledge cutoff: Kimi K2.6 Jan 2025, Qwen3 14B Apr 2025.
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.
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