MAI-Code-1-Flash vs Nex-N2-Pro vs Qwen3.8 Max Preview
Qwen3.8 Max Preview comes out ahead, 66 to 57 and 41 on our weighted score, though Nex-N2-Pro is 3× cheaper per token.
MicrosoftMAI-Code-1-Flash
41/100- ECI—
- Price—
- Context256K
Nex AGI
Nex-N2-Pro
57/100- ECI—
- Price$0.50 / $2.50
- Context262K
- Our pick
Alibaba (Qwen)Qwen3.8 Max Preview
66/100- ECI—
- Price$2.00 / $6.00
- Context1M
Qwen3.8 Max Preview is our pick
Qwen3.8 Max Preview is the better all-round choice, scoring 66/100 against Nex-N2-Pro (57) and MAI-Code-1-Flash (41). It leads on context window. The score weighs inputs & features 60%, context window 40%. 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 priceNex-N2-ProNex-N2-Pro $1.00 · Qwen3.8 Max Preview $3.00 per 1M tokens (3:1 blend) · MAI-Code-1-Flash unpriced
- Longest contextQwen3.8 Max PreviewQwen3.8 Max Preview 1,000,000 · Nex-N2-Pro 262,144 · MAI-Code-1-Flash 256,000 tokens
- Widest inputsQwen3.8 Max PreviewMAI-Code-1-Flash: Text · Nex-N2-Pro: Text, Images · Qwen3.8 Max Preview: Text, Images, Video
- Self-hostingNex-N2-ProPublishes downloadable weights
| Measure | Weight | MAI-Code-1-Flash | Nex-N2-Pro | Qwen3.8 Max Preview |
|---|---|---|---|---|
| Inputs & features | 60% | 45 | 70 | 70 |
| Context window | 40% | 36 | 37 | 60 |
| Overall | 100% | 41/100 | 57/100 | 66/100 |
Left out because at least one model lacks the data: capability and price. The remaining weights were rescaled.
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | MAI-Code-1-FlashMicrosoft | Nex-N2-ProNex AGI | Qwen3.8 Max PreviewAlibaba (Qwen) |
|---|---|---|---|
| Capability | |||
| Capabilities Index (ECI) | — | — | — |
| ECI rank | — | — | — |
| Price per million tokens | |||
| Input | — | $0.50 (best) | $2.00 |
| Output | — | $2.50 (best) | $6.00 |
| Cached input | — | — | — |
| Blended (3:1) | — | $1.00 (best) | $3.00 |
| Long-context rate | — | Same rate | Same rate |
| Price source | — | Median of 1 providers | Median of 6 providers |
| Limits | |||
| Context window | 256,000 tokens | 262,144 tokens | 1,000,000 tokens (best) |
| Max output | 128,000 tokens | 262,144 tokens (best) | 131,072 tokens |
| Inputs and features | |||
| Text | Yes | Yes | Yes |
| Images | No | Yes | Yes |
| PDFs | No | No | No |
| Audio | No | No | No |
| Video | No | No | Yes |
| Reasoning | Yes | Yes | Yes |
| Tool calling | Yes | Yes | Yes |
| Structured output | Yes | Yes | No |
| Availability | |||
| Weights | Proprietary | Open | Proprietary |
| API model ID | — | — | — |
| API providers | — | 1 | 6 (best) |
| Released | Jun 2, 2026 | Jun 2, 2026 | Jul 19, 2026 |
| Knowledge cutoff | Dec 2025 | — | — |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- MAI-Code-1-Flash—
- Nex-N2-Pro$10.00
- Qwen3.8 Max Preview$32.00
Which should you choose?
Which is better: MAI-Code-1-Flash, Nex-N2-Pro or Qwen3.8 Max Preview?
Qwen3.8 Max Preview is the better all-round choice, scoring 66/100 against Nex-N2-Pro (57) and MAI-Code-1-Flash (41). It leads on context window. The score weighs inputs & features 60%, context window 40%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
Which is cheaper, MAI-Code-1-Flash, Nex-N2-Pro or Qwen3.8 Max Preview?
Nex-N2-Pro is cheaper at $0.50 input / $2.50 output per million tokens (median across 1 API provider). Qwen3.8 Max Preview costs $2.00 input / $6.00 output per million tokens (median across 6 API providers). At a typical mix of three input tokens to one output token, that is $1.00 per million tokens for Nex-N2-Pro versus $3.00 for Qwen3.8 Max Preview (3× as much). MAI-Code-1-Flash has no published per-token price.
Which scores higher on benchmarks?
There is no independent benchmark that covers all three models yet. MAI-Code-1-Flash has not been scored yet, Nex-N2-Pro has not been scored yet and Qwen3.8 Max Preview has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for MAI-Code-1-Flash, Nex-N2-Pro and Qwen3.8 Max Preview 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?
Qwen3.8 Max Preview has the largest context window at 1,000,000 tokens, against 262,144 for Nex-N2-Pro and 256,000 for MAI-Code-1-Flash. Maximum output per response: MAI-Code-1-Flash up to 128,000, Nex-N2-Pro up to 262,144, Qwen3.8 Max Preview up to 131,072 tokens.
Which can read images, PDFs, audio or video?
MAI-Code-1-Flash accepts text; Nex-N2-Pro accepts text and images; Qwen3.8 Max Preview accepts text, images and video. Qwen3.8 Max Preview handles the widest range of inputs.
Are any of these open source?
Nex-N2-Pro publishes its weights and can be self-hosted; MAI-Code-1-Flash and Qwen3.8 Max Preview is proprietary.
Which is newer?
Qwen3.8 Max Preview is the newest, released Jul 19, 2026. MAI-Code-1-Flash came out Jun 2, 2026; Nex-N2-Pro came out Jun 2, 2026. Knowledge cutoff: MAI-Code-1-Flash Dec 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.
