DeepSeek Math 7B vs Together AI Qwen2-7B-Instruct
DeepSeek Math 7B (2024) and Together AI Qwen2-7B-Instruct (2024) are compact production models from DeepSeek and Alibaba. DeepSeek Math 7B ships a not-yet-sourced context window, while Together AI Qwen2-7B-Instruct ships a 33k-token context window. On pricing, DeepSeek Math 7B costs $0.05/1M input tokens versus $0.15/1M for the alternative. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads.
DeepSeek Math 7B is ~200% cheaper at $0.05/1M; pay for Together AI Qwen2-7B-Instruct only for provider fit.
Decision scorecard
Local evidence first| Signal | DeepSeek Math 7B | Together AI Qwen2-7B-Instruct |
|---|---|---|
| Best for | general production evaluation | general production evaluation |
| Decision fit | General | Classification and JSON / Tool use |
| Context window | — | 33k |
| Cheapest output | $0.25/1M tokens | $0.15/1M tokens |
| Provider routes | 1 tracked | 1 tracked |
| Shared benchmarks | 0 rows | 0 rows |
Decision tradeoffs
- Use DeepSeek Math 7B when your own prompt tests beat the comparison signals; the local data does not show a decisive standalone advantage yet.
- Together AI Qwen2-7B-Instruct has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Together AI Qwen2-7B-Instruct has the lower cheapest tracked output price at $0.15/1M tokens.
- Together AI Qwen2-7B-Instruct uniquely exposes Structured outputs in local model data.
- Local decision data tags Together AI Qwen2-7B-Instruct for Classification and JSON / Tool use.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
DeepSeek Math 7B
$103
Cheapest tracked route/tier: Replicate API
Together AI Qwen2-7B-Instruct
$158
Cheapest tracked route/tier: Together AI
Estimated monthly gap: $55.00. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.
Switch friction
- No overlapping tracked provider route is sourced for DeepSeek Math 7B and Together AI Qwen2-7B-Instruct; plan for SDK, billing, or endpoint changes.
- Together AI Qwen2-7B-Instruct is $0.10/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
- Together AI Qwen2-7B-Instruct adds Structured outputs in local capability data.
- No overlapping tracked provider route is sourced for Together AI Qwen2-7B-Instruct and DeepSeek Math 7B; plan for SDK, billing, or endpoint changes.
- DeepSeek Math 7B is $0.10/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
- Check replacement coverage for Structured outputs before moving production traffic.
Specs
| Specification | ||
|---|---|---|
| Released | 2024-02-05 | 2024-06-07 |
| Context window | — | 33k |
| Parameters | 7B | 7B |
| Architecture | decoder only | decoder only |
| License | DeepSeek License | Apache 2.0(OSI) |
| Openness | Open weights | Open source |
| Commercial use | Commercial use allowed | Commercial use allowed |
| Knowledge cutoff | - | - |
Pricing and availability
| Pricing attribute | DeepSeek Math 7B | Together AI Qwen2-7B-Instruct |
|---|---|---|
| Input price | $0.05/1M tokens | $0.15/1M tokens |
| Output price | $0.25/1M tokens | $0.15/1M tokens |
| Providers |
Capabilities
| Capability | DeepSeek Math 7B | Together AI Qwen2-7B-Instruct |
|---|---|---|
| Vision | No | No |
| Multimodal | No | No |
| Reasoning | No | No |
| Function calling | No | No |
| Tool use | No | No |
| Structured outputs | No | Yes |
| Code execution | No | No |
| IDE integration | No | No |
| Computer use | No | No |
| Parallel agents | No | No |
Benchmarks
No shared benchmark rows are currently sourced for this pair.
Deep dive
The capability footprint differs most on structured outputs: Together AI Qwen2-7B-Instruct. Both models share the core language-model surface, so the practical split is not just feature count. Use those differences to decide whether the page is about raw model quality, agentic coding support, multimodal ingestion, or predictable structured API behavior.
For cost, DeepSeek Math 7B lists $0.05/1M input and $0.25/1M output tokens on the cheapest tracked provider, while Together AI Qwen2-7B-Instruct lists $0.15/1M input and $0.15/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts DeepSeek Math 7B lower by about $0.04 per million blended tokens. Availability is 1 providers versus 1, so concentration risk also matters.
Choose DeepSeek Math 7B when provider fit and lower input-token cost are central to the workload. Choose Together AI Qwen2-7B-Instruct when provider fit are more important. For production, rerun your own prompts through the exact provider, region, and tool stack you plan to ship. This keeps the decision grounded in measurable tradeoffs instead of brand-level assumptions. It also helps separate model capability from provider packaging, which can change cost and latency.
FAQ
Which is cheaper, DeepSeek Math 7B or Together AI Qwen2-7B-Instruct?
DeepSeek Math 7B is cheaper on tracked token pricing. DeepSeek Math 7B costs $0.05/1M input and $0.25/1M output tokens. Together AI Qwen2-7B-Instruct costs $0.15/1M input and $0.15/1M output tokens. Provider discounts or batch pricing can still change the final bill.
Is DeepSeek Math 7B or Together AI Qwen2-7B-Instruct open source?
DeepSeek Math 7B is listed under DeepSeek License. Together AI Qwen2-7B-Instruct is listed under Apache 2.0. License labels affect whether you can self-host, redistribute weights, or rely only on hosted APIs, so confirm the upstream license before deployment.
Which is better for structured outputs, DeepSeek Math 7B or Together AI Qwen2-7B-Instruct?
Together AI Qwen2-7B-Instruct has the clearer documented structured outputs signal in this comparison. If structured outputs is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Where can I run DeepSeek Math 7B and Together AI Qwen2-7B-Instruct?
DeepSeek Math 7B is available on Replicate API. Together AI Qwen2-7B-Instruct is available on Together AI. Provider coverage can affect latency, region availability, compliance posture, and fallback options. Use this as a quick comparison signal, then confirm the provider-specific limits before committing to production.
When should I pick DeepSeek Math 7B over Together AI Qwen2-7B-Instruct?
DeepSeek Math 7B is ~200% cheaper at $0.05/1M; pay for Together AI Qwen2-7B-Instruct only for provider fit. If your workload also depends on provider fit, start with DeepSeek Math 7B; if it depends on provider fit, run the same evaluation with Together AI Qwen2-7B-Instruct.
Continue comparing
Last reviewed: 2026-05-19. Data sourced from public model cards and provider documentation.