Qwen3.8-Max vs Doubao Seed 2.1 Pro
Qwen3.8-Max wins on Overall, Coding. Every numeric field is compared below, with a worked monthly-cost example and a pick rule for each use case.
Verdict at a glance
Choose Qwen3.8-Max if you…
- Top-tier Chinese
- Balanced multimodal
- Alibaba Cloud ecosystem
- Good value
- Best for: Chinese tasks, Multimodal, Coding
Choose Doubao Seed 2.1 Pro if you…
- World-leading video understanding
- Excellent Chinese
- Strong agent ability
- Full 256K context
- Best for: Video understanding, Chinese tasks, AI agents
Head-to-head aggregate scores
Scores are 0–100, aggregated from public benchmark information and independently weighted across three leaderboards. Rank is out of 22 tracked models.
Aggregated from public sources and independently weighted; methodology on the Terms page. Scores within 3 points are treated as statistically tied.
Specs & pricing — every field side by side
List API prices in USD per 1M tokens. The highlighted cell is the stronger value/capability on that row.
| Dimension | Qwen3.8-Max | Doubao Seed 2.1 Pro | Verdict |
|---|---|---|---|
| Vendor | Alibaba (CN) | ByteDance (CN) | Different vendors |
| Released | 2026.07 | 2026.06 | Qwen3.8-Max is newer |
| Overall (rank) | 82 · #4 | 78 · #7 | Qwen3.8-Max +4 |
| Coding | 77 · #6 | 76 · #7 | Qwen3.8-Max +1 |
| Multimodal | 92 · #2 | 92 · #2 | Tie |
| Context window | 1M | 256K | Qwen3.8-Max larger |
| Max output | 128K | 256K | Doubao Seed 2.1 Pro longer |
| Effective-context | 95 | 93 | Qwen3.8-Max more reliable |
| Input $/1M | $2.5 | $0.83 | Doubao Seed 2.1 Pro cheaper |
| Output $/1M | $7.5 | $4.17 | Doubao Seed 2.1 Pro cheaper |
| Cache discount | 80% off | custom | Qwen3.8-Max deeper |
| Speed | ~55 tok/s | ~65 tok/s | Doubao Seed 2.1 Pro faster |
| TTFT | 0.6s | 0.5s | Doubao Seed 2.1 Pro snappier |
| Function calling | 88 | 85 | Qwen3.8-Max ahead |
| Refusal rate | ~10% | ~11% | Qwen3.8-Max less restrictive |
| English | 78 | 72 | Qwen3.8-Max |
| Chinese | 98 | 95 | Qwen3.8-Max |
| Modalities | text, image | text, image, video | different coverage |
| Open weights | No | No | Both closed |
| Fine-tuning | Yes | Yes | |
| Free tier | Free credits for new Alibaba Cloud Bailiang users | Doubao App free; free quota on the Ark platform | |
| SOC2 / no-train | no / yes | no / yes | |
| Private deployment | Yes | Yes | Both support it |
Fields drawn from vendor public documentation and the Modelspectra 22-model dataset; speed varies with network, concurrency and prompt length. Verify current pricing before purchase.
Dimension-by-dimension analysis
Reasoning & overall intelligence
Qwen3.8-Max leads the overall aggregate by 4 points (82 vs 78). That is a meaningful, not marginal, edge on hard, multi-step reasoning, while Doubao Seed 2.1 Pro remains a strong generalist that is not out of its depth on routine work.
Agentic coding
This is a modest gap: Qwen3.8-Max scores 77 against 76. On multi-file edits, SWE-style tickets and long-horizon agent loops Qwen3.8-Max needs fewer correction turns; Doubao Seed 2.1 Pro is still competent for scripts and assisted completion but trails as task complexity rises.
Multimodal
They tie on the multimodal aggregate at 92. A concrete modality difference: Doubao Seed 2.1 Pro additionally handles video.
Speed & latency
Doubao Seed 2.1 Pro is faster in interactive use: ~65 tok/s with 0.5s TTFT versus ~55 tok/s with 0.6s TTFT (about 1.2× the throughput). For conversational UIs where perceived responsiveness drives retention, that edge is a real product factor even when raw reasoning is lower.
Context: window vs usable recall
Nominal windows are 1M for Qwen3.8-Max and 256K for Doubao Seed 2.1 Pro. Effective-context scores point the same way as window size — Qwen3.8-Max is ahead on usable recall (95 vs 93), so prefer it for long-document work where details cannot be missed.
Price & total cost
Doubao Seed 2.1 Pro is the cheaper API at $0.83/$4.17 versus Qwen3.8-Max at $2.5/$7.5 per 1M input/output tokens — list input is about 3.0× lower. Cache discounts (Qwen3.8-Max 80%) shift the effective bill, worked out below.
Chinese vs English
English: Qwen3.8-Max 78 vs Doubao Seed 2.1 Pro 72. Chinese: 98 vs 95. For Chinese-language production, Qwen3.8-Max is the stronger pick. Note that non-Chinese models generally require overseas network access for their APIs.
Tool use & ecosystem
Function-calling score: Qwen3.8-Max 88 vs Doubao Seed 2.1 Pro 85, so Qwen3.8-Max has the edge on structured tool use. Fine-tuning is available from Qwen3.8-Max and Doubao Seed 2.1 Pro. Factor in existing SDK/plugin familiarity — switching cost often outweighs a few-point tool-use gap.
Cost worked example — same workload, real token math
Assume a production workload of 100M input + 30M output tokens per month, with 90% of input tokens served from cache. Figures use public list prices.
| Scenario · per month | Qwen3.8-Max | Doubao Seed 2.1 Pro | Gap |
|---|---|---|---|
| List priceno cache applied | $475100M in × $2.5 + 30M out × $7.5 | $208100M in × $0.83 + 30M out × $4.17 | 2.28×gap |
| With caching90% of inputs cache-hit | $29590M cached in × $0.5 + 10M in × $2.5 + 30M out × $7.5 | $208no published cache discount | 1.42×gap |
Illustrative model; your input/output mix and cache-hit ratio change the result. Prices are list rates before any enterprise agreement.