Model comparison
Gemini 3.7 Flash vs Qwen 3.8 Flash Next
Google against Qwen, compared on context, price, and attributed benchmark results.
Gemini 3.7 Flash: profile checked October 25, 2026Qwen 3.8 Flash Next: profile checked October 25, 2026Individual provider fields may changeEvidence confidence: Insufficient data — see receipts below
Gemini 3.7 Flash
Budget
Qwen
Qwen 3.8 Flash Next
Budget · Open weights
| Specification | Gemini 3.7 Flash | Qwen 3.8 Flash Next |
|---|---|---|
| Provider | ||
| Provider | Qwen | |
| Tier | ||
| Tier | Budget | Budget |
| Context window | ||
| Context window | Winner: 1.05M | 262K |
| Max output | ||
| Max output | 66K | Not verifiedUnverified |
| Input / 1M tokens | ||
| Input / 1M tokens | Not verifiedUnverified | $0.15 |
| Output / 1M tokens | ||
| Output / 1M tokens | Not verifiedUnverified | $0.47 |
| Weights | ||
| Weights | Closed | Open |
| Parameters | ||
| Parameters | Not verifiedUnverified | 125B main / 6B active (MoE) + 51B n-gram table + 4B MTP |
| Reasoning levels | ||
| Reasoning levels | low, medium, high | low, medium, xhigh |
| Modalities | ||
| Modalities | text, image, video, audio, pdf | text, image, video |
| License | ||
| License | Not verifiedUnverified | Qwen Community License 1.0 |
| API model id | ||
| API model id | gemini-3.7-flash | qwen3.8-flash |
| Released | ||
| Released | August 13, 2026 | Not verifiedUnverified |
| Terminal-Bench 2.1 · source date Gemini 3.7 Flash: 2026-08 | ||
| Terminal-Bench 2.1 · source date Gemini 3.7 Flash: 2026-08 | 85.8 | Not verifiedUnverified |
| DeepSWE 1.1 · source date Gemini 3.7 Flash: 2026-08 | ||
| DeepSWE 1.1 · source date Gemini 3.7 Flash: 2026-08 | 65.3 | Not verifiedUnverified |
| HLE-Verified · source date Gemini 3.7 Flash: 2026-08 | ||
| HLE-Verified · source date Gemini 3.7 Flash: 2026-08 | 53.6 | Not verifiedUnverified |
| Artificial Analysis Intelligence Index · source date Qwen 3.8 Flash Next: 2026-10-01 | ||
| Artificial Analysis Intelligence Index · source date Qwen 3.8 Flash Next: 2026-10-01 | Not verifiedUnverified | 40 |
Dates beside benchmark scores refer to the linked source’s publication or capture date unless that source explicitly states when it measured the result. A shared URL alone does not establish comparable runs; unverified setups are marked. Prices are USD per million tokens at standard rates, excluding batch and caching discounts. Values we could not confirm from the provider are shown as “Not verified” rather than estimated.
Benchmark receipts
Where each score comes from, and how far it can be compared across models.
- Source date2026-10-01Artificial Analysis (Qwen3.8-Flash-Next)
Composite index blending reasoning, knowledge, and coding evals into one 0–100 score.
Comparable with caveatOnly same-version scores are comparable. v4.3.2 was rebaselined (the top score fell from 66 on v4.1.1 to ~58), so v4.1.1 figures must not be compared with v4.3.2 figures — check the cited source and its date.
- Source date2026-08Google DeepMind model evaluation report (vendor; full 1,811-item HLE-Verified set) (Full 1,811-item verified/revised set; differs from original HLE and AA text-only HLE)
Expert reasoning on the verified and revised Humanity's Last Exam question set.
UnknownA distinct question set from original HLE and Artificial Analysis's text-only HLE. Shared dataset and publisher alone do not establish matching model effort, tools, filtering and run configuration; no quality winner is inferred without that evidence.
- Source date2026-08Google DeepMind model evaluation report (vendor, mini-swe-agent, high thinking)
Agentic software engineering: pass@1 on real repo tasks with reported cost per completed task.
Directly comparable
- Source date2026-08Google DeepMind model evaluation report (vendor, Terminus 2 harness)
Agentic terminal work: multi-step tasks executed in a sandboxed shell environment.
Comparable with caveatNot comparable with Terminal-Bench 3.0 or 4.0 (different task sets) or v1; harness configuration (container, time limits) also shifts results.
Pricing tiers
Gemini 3.7 Flash: No separate current first-party tariff for the original checkpoint is published. The deprecated API ID routes to gemini-3.8-flash; consult that successor's exact current tier, cache and dated introductory conditions. Historical prices and benchmarks are not a current independent offer for Gemini 3.7 Flash.
Qwen 3.8 Flash Next: Hosted qwen3.8-flash on Model Studio International lists USD/MTok input/output $0.15/$0.47; Beijing and Global rows list $0.113/$0.382. QwenCloud marketplace separately quotes implicit/explicit cache reads $0.016 and explicit creation $0.20. Hosted cards list 1M context and 131K maximum response; these are not native limits or self-hosting costs. The checkpoint has 262,144 native context, extensible to 1,000,000 with appropriate serving configuration. Recommended output budgets are not a hard native cap.
Gemini 3.7 Flash
Historical Gemini 3.7 Flash profile retained for original model references and benchmark configurations; its old API ID now routes to Gemini 3.8 Flash.
Best for
- Historical model and benchmark references
- Planning migration from the deprecated API ID
Watch out
Original model specifications below are historical reference limits. Since October 8, 2026 API calls to this ID serve Gemini 3.8 Flash; use the successor ID explicitly. Do not attribute the successor's performance or prices to this original checkpoint. Existing benchmark observations keep their measurement dates and configuration.
Qwen 3.8 Flash Next
Qwen 3.8 Flash Next is Alibaba's multimodal hybrid-attention MoE, with 6B active language-model parameters and a separate n-gram embedding component.
Best for
- Open-weight agent workflows
- Hosted low-cost work
- Multimodal input
Watch out
Exact weight-publication day remains unverified. Native low/medium/xhigh defaults to xhigh; non-thinking and preserved thinking are supported. Separate licence required for commercial MaaS or independent coding/office AI Work Assistant businesses, including affiliates, with an internal-use exception and mere-relay exclusion. That clause has no revenue floor; it differs from the 2.4T licence. Model-name UI attribution applies above 100M monthly active users or US$20M monthly revenue. Hosted regional limits, Batch eligibility and tariffs belong to their named routes.
When the cheaper one wins
One of these rows is missing a verified output price, so this page will not name a cheaper winner. Run the model picker against the actual job instead of guessing.
Run the model pickerEvidence confidence: Insufficient data
How strong and complete the evidence behind this comparison is — not a prediction of which model is better. Hard limitations apply: missing pricing; evidence too sparse.
- Pricing incomplete — No verified token pricing for Gemini 3.7 Flash.
- 2/5 core specs verified on both sides — Not published for at least one side: max output, release date, parameter count.
- No directly aligned benchmark setup — No benchmark has matching cited sources, source dates, units, effort and recorded run details on both models.
- Verified within the last 90 days — Older of the two catalog checks was 1 day ago.
- Both models carry source citations — Each side has at least two catalog sources on record.
Source receipts
Each catalog figure was checked against the provider or an independent second source on the date shown.
- Gemini 3.7 Flash: Historical original checkpoint card; deprecated ID now routes to successor (accessed 2026-10-25)
- Gemini 3.7 Flash: Whole-record source check: current publisher documentation (accessed 2026-10-25)
- Gemini 3.7 Flash: Whole-record source check: current publisher documentation (accessed 2026-10-25)
- Gemini 3.7 Flash: Whole-record source check: current publisher documentation (accessed 2026-10-25)
- Gemini 3.7 Flash: Whole-record source check: current publisher documentation (accessed 2026-10-25)
- Gemini 3.7 Flash: Gemini current API pricing and cache-storage tiers (accessed 2026-10-01)
- Gemini 3.7 Flash: Google — Gemini 3.7 Flash (accessed 2026-08-29)
- Gemini 3.7 Flash: Google Cloud Gemini pricing (accessed 2026-08-29)
- Qwen 3.8 Flash Next: Current scoped source review: exact publisher model, tariff, licence or lifecycle evidence (accessed 2026-10-25)
- Qwen 3.8 Flash Next: Current scoped source review: exact publisher model, tariff, licence or lifecycle evidence (accessed 2026-10-25)
- Qwen 3.8 Flash Next: Current scoped source review: exact publisher model, tariff, licence or lifecycle evidence (accessed 2026-10-25)
- Qwen 3.8 Flash Next: Current scoped source review: exact publisher model, tariff, licence or lifecycle evidence (accessed 2026-10-25)
- Qwen 3.8 Flash Next: Current scoped source review: exact publisher model, tariff, licence or lifecycle evidence (accessed 2026-10-25)
- Qwen 3.8 Flash Next: The New Stack — Qwen3.8-Flash previews Qwen4 (accessed 2026-08-29)
- Qwen 3.8 Flash Next: Yotta Labs — Qwen 3.8-Flash-Next specs (accessed 2026-08-29)
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Diving deeper on one model? Gemini 3.7 Flash · Qwen 3.8 Flash Next
Common questions
Gemini 3.7 Flash vs Qwen 3.8 Flash Next
Answered from the verified figures on this page rather than general guidance.
Which has the larger context window, Gemini 3.7 Flash or Qwen 3.8 Flash Next?
Do Gemini 3.7 Flash and Qwen 3.8 Flash Next support the same reasoning levels?
Should I use Gemini 3.7 Flash or Qwen 3.8 Flash Next?
Can I self-host Gemini 3.7 Flash or Qwen 3.8 Flash Next?
Next step
Choosing between them
The verified figures that separate this pair, computed from the catalog rather than restated boilerplate.
- Context: Gemini 3.7 Flash takes 1.05M against 262K for Qwen 3.8 Flash Next — only decisive if your prompts approach the smaller window.
- Deployment: Qwen 3.8 Flash Next publishes weights you can self-host; the other is API-only.
Choosing a harness rather than a model — Cursor, Copilot, Claude Code, Windsurf, or Lovable? Compare agentic harnesses · Latest releases.