Qwen3.8 Flash Next vs Grok 4.7 vs MiniCPM5-2B
Qwen3.8 Flash Next comes out ahead, 70 to 53 and 47 on our weighted score, and it is the cheaper option too.
- Our pick
Alibaba (Qwen)Qwen3.8 Flash Next
70/100- ECI—
- Price$0.20 / $0.50
- Context262K
xAIGrok 4.7
47/100- ECI—
- Price$2.00 / $6.00
- Context500K
OpenBMB
MiniCPM5-2B
53/100- ECI—
- Price$0.124 / $0.743
- Context131K
Qwen3.8 Flash Next is our pick
Qwen3.8 Flash Next is the better all-round choice, scoring 70/100 against MiniCPM5-2B (53) and Grok 4.7 (47). Grok 4.7 wins on context window. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
- CapabilityNot enough dataNo independent benchmark covers every model here yet
- Lowest priceQwen3.8 Flash NextQwen3.8 Flash Next $0.275 · MiniCPM5-2B $0.279 · Grok 4.7 $3.00 per 1M tokens (3:1 blend)
- Longest contextGrok 4.7Grok 4.7 500,000 · Qwen3.8 Flash Next 262,144 · MiniCPM5-2B 131,072 tokens
- Widest inputsQwen3.8 Flash Next and Grok 4.7Qwen3.8 Flash Next: Text, Images, Video · Grok 4.7: Text, Images, PDFs · MiniCPM5-2B: Text
- Self-hostingQwen3.8 Flash Next and MiniCPM5-2BPublishes downloadable weights (qwen-community-1.0 and apache-2.0)
| Measure | Weight | Qwen3.8 Flash Next | Grok 4.7 | MiniCPM5-2B |
|---|---|---|---|---|
| Price | 50% | 76 | 27 | 76 |
| Inputs & features | 30% | 80 | 80 | 35 |
| Context window | 20% | 37 | 48 | 24 |
| Overall | 100% | 70/100 | 47/100 | 53/100 |
Left out because at least one model lacks the data: capability. The remaining weights were rescaled.
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | Qwen3.8 Flash NextAlibaba (Qwen) | Grok 4.7xAI | MiniCPM5-2BOpenBMB |
|---|---|---|---|
| Capability | |||
| Capabilities Index (ECI) | — | — | — |
| ECI rank | — | — | — |
| GPQA DiamondGraduate-level science questions | — | 92.7% | — |
| FrontierMath Tiers 1–3Research-level mathematics | — | 53.0% | — |
| OTIS Mock AIME 2024–2025Competition mathematics | — | 98.1% | — |
| SimpleQA VerifiedShort factual questions | — | 56.0% | — |
| Price per million tokens | |||
| Input | $0.20 | $2.00 | $0.124 (best) |
| Output | $0.50 (best) | $6.00 | $0.743 |
| Cached input | — | $0.50 | — |
| Blended (3:1) | $0.275 (best) | $3.00 | $0.279 |
| Long-context rate | Same rate | Over 200K: $4.00 / $12.00 | Same rate |
| Price source | Median of 5 providers | Official xAI API | Median of 1 providers |
| Limits | |||
| Context window | 262,144 tokens | 500,000 tokens (best) | 131,072 tokens |
| Max output | 131,072 tokens | 500,000 tokens (best) | 131,072 tokens |
| Inputs and features | |||
| Text | Yes | Yes | Yes |
| Images | Yes | Yes | No |
| PDFs | No | Yes | No |
| Audio | No | No | No |
| Video | Yes | No | No |
| Reasoning | Yes | Yeslow · medium · high · xhigh | Yes |
| Tool calling | Yes | Yes | Yes |
| Structured output | Yes | Yes | No |
| Availability | |||
| Weights | Openqwen-community-1.0 | Proprietary | Openapache-2.0 |
| API model ID | — | grok-4.7 | — |
| API providers | 5 | 17 (best) | 1 |
| Released | Aug 27, 2026 | Sep 21, 2026 | Sep 6, 2026 |
| Knowledge cutoff | — | May 2026 | — |
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 Flash Next$3.00
- Grok 4.7$32.00
- MiniCPM5-2B$2.73
Which should you choose?
Which is better: Qwen3.8 Flash Next, Grok 4.7 or MiniCPM5-2B?
Qwen3.8 Flash Next is the better all-round choice, scoring 70/100 against MiniCPM5-2B (53) and Grok 4.7 (47). Grok 4.7 wins on context window. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
Which is cheaper, Qwen3.8 Flash Next, Grok 4.7 or MiniCPM5-2B?
Qwen3.8 Flash Next is cheaper at $0.20 input / $0.50 output per million tokens (median across 5 API providers). MiniCPM5-2B costs $0.124 input / $0.743 output per million tokens (median across 1 API provider); Grok 4.7 costs $2.00 input / $6.00 output per million tokens (official xAI API price). At a typical mix of three input tokens to one output token, that is $0.275 per million tokens for Qwen3.8 Flash Next versus $0.279 for MiniCPM5-2B (1× as much) and $3.00 for Grok 4.7 (11× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers all three models yet. Qwen3.8 Flash Next has not been scored yet, Grok 4.7 has not been scored yet and MiniCPM5-2B has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Qwen3.8 Flash Next, Grok 4.7 and MiniCPM5-2B yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. All three support tool calling for agent workflows.
Which has the bigger context window?
Grok 4.7 has the largest context window at 500,000 tokens, against 262,144 for Qwen3.8 Flash Next and 131,072 for MiniCPM5-2B. Maximum output per response: Qwen3.8 Flash Next up to 131,072, Grok 4.7 up to 500,000, MiniCPM5-2B up to 131,072 tokens.
Which can read images, PDFs, audio or video?
Qwen3.8 Flash Next accepts text, images and video; Grok 4.7 accepts text, images and PDFs; MiniCPM5-2B accepts text. Qwen3.8 Flash Next handles the widest range of inputs.
Are any of these open source?
Qwen3.8 Flash Next and MiniCPM5-2B publishes its weights (qwen-community-1.0 and apache-2.0) and can be self-hosted; Grok 4.7 is proprietary.
Which is newer?
Grok 4.7 is the newest, released Sep 21, 2026. MiniCPM5-2B came out Sep 6, 2026; Qwen3.8 Flash Next came out Aug 27, 2026. Knowledge cutoff: Grok 4.7 May 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.
