Qwen2-7B
Qwen2-7B is worth evaluating for coding, rag, and long context when its provider route and context window match the workload.
Use it for
- Teams evaluating coding, rag, and long context
- Workloads that can use a 128k context window
- Buyers comparing 4 tracked provider routes
Do not use it for
- Vision or document-understanding workloads
- Family
- Qwen2
- Released
- 2024-06-05
- Context
- 128k
- Parameters
- 7.07B
- Architecture
- Decoder Only
- Specialization
- general
- Openness
- Open source
- License
- Apache 2.0(OSI)Commercial use allowed
- Training
- finetuned
Cheapest of 5 routes · DeepInfra
About
Qwen2-7B is Alibaba's Qwen2 model. It offers a 128K-token context window and scores 55.4 on GPQA.
Qwen2-7B is an open-source model in the Qwen2 family. The structured metadata tracks a 128k-token context window and structured outputs. This page tracks provider routes through DeepInfra, OctoAI API (Deprecated), Microsoft Foundry, and 2 more, with the cheapest tracked route listed at $0.05 input and $0.15 output per 1M tokens. Headline tracked benchmarks include Google-Proof Q&A 55.4, HellaSwag 92.0, and HumanEval 80.9.
Top use-case fit: coding, agents, and build tasks
Coding
Q/$ A1 relevant benchmark in the decision map.
RAG
Included by capability and metadata signals in the decision map.
Long context
Included by capability and metadata signals in the decision map.
Provider price ladder
Compare all 5Compare API pricing across 4 providers for input and output tokens, batch, and cached reads when available.
| Provider | Input / 1M | Output / 1M | Route |
|---|---|---|---|
| DeepInfra | $0.050 | $0.150 | Serverless |
| Microsoft Foundry | $0.150 | $0.150 | Provisioned |
| OctoAI API (Deprecated) | $0.150 | $0.150 | Serverless |
| Fireworks AI | $0.200 | $0.200 | Serverless |
Available via routers & gateways(7)
Azure AI Foundry Model Router
RouterMicrosoft Azure AI Foundry's native model router that uses a trained ML model to route each prompt in real time to the optimal Azure-hosted model, with Balanced/Cost/Quality mode selection and automatic failover.
Helicone
GatewayObservability-first AI gateway with routing, caching, rate limiting, and request tracing; Apache 2.0 open-source core with a managed hosted tier for logging and analytics.
Kong AI Gateway
GatewayMulti-LLM AI gateway built on Kong Gateway 3.x, adding semantic routing, load balancing, guardrails, and MCP traffic analytics as plugins over Kong's existing API management platform.
LiteLLM
GatewayOpen-source Python SDK and proxy server that unifies 100+ LLM APIs behind a single OpenAI-compatible interface, with load balancing, cost tracking, and configurable failover.
NVIDIA LLM Router Blueprint
RouterNVIDIA's open-source AI blueprint for LLM routing that selects the optimal model per prompt via intent classification or neural auto-routing; being deprecated 2026-06-20.
OpenRouter
HybridUnified hybrid gateway to 400+ models from 60+ providers via a single OpenAI-compatible API, with optional auto-routing that selects the best model per prompt.
Capabilities
Benchmark peer barsfor Coding
Benchmark scores(5)
| Benchmark | Score | Version | Source |
|---|---|---|---|
| Google-Proof Q&A | 55.4 | diamond | https://arxiv.org/abs/2407.10671 |
| HellaSwag | 92.0 | 10-shot | https://arxiv.org/abs/2407.10671 |
| HumanEval | 80.9 | pass@1 | https://arxiv.org/abs/2407.10671 |
| Massive Multitask Language Understanding | 80.2 | 5-shot | https://arxiv.org/abs/2407.10671 |
| Grade School Math 8K | 82.7 | — | https://arxiv.org/abs/2407.10671 |
Migration checks
No linked migration route is available for this model yet.
Rankings & picks(2)
Comparison and alternatives
Browse all comparisons →Cheapest of 5 routes · DeepInfra