| Signal | Qwen3 Coder Next | Delta | Step 3.5 Flash (free) |
|---|---|---|---|
Capabilities | 50 | -- | |
Pricing | 1 | -29 | |
Context window size | 86 | +0 | |
Recency | 100 | -- | |
Output Capacity | 80 | -10 | |
| Overall Result | 1 wins | of 5 | 2 wins |
10
days higher
4
days
16
days higher
Alibaba
StepFun
Step 3.5 Flash (free) saves you $49.50/month
That's $594.00/year compared to Qwen3 Coder Next at your current usage level of 100K calls/month.
| Metric | Qwen3 Coder Next | Step 3.5 Flash (free) | Winner |
|---|---|---|---|
| Overall Score | 40 | 40 | -- |
| Rank | #144 | #145 | Qwen3 Coder Next |
| Quality Rank | #144 | #145 | Qwen3 Coder Next |
| Adoption Rank | #144 | #145 | Qwen3 Coder Next |
| Parameters | -- | -- | -- |
| Context Window | 262K | 256K | Qwen3 Coder Next |
| Pricing | $0.12/$0.75/M | Free | -- |
| Signal Scores | |||
| Capabilities | 50 | 50 | Qwen3 Coder Next |
| Pricing | 1 | 30 | Step 3.5 Flash (free) |
| Context window size | 86 | 86 | Qwen3 Coder Next |
| Recency | 100 | 100 | Qwen3 Coder Next |
| Output Capacity | 80 | 90 | Step 3.5 Flash (free) |
Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Here's what the scores mean for these two models:
Scores 40/100 (rank #144), placing it in the top 51% of all 290 models tracked.
Scores 40/100 (rank #145), placing it in the top 50% of all 290 models tracked.
With only a 0-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.
Both models are priced similarly, so the decision comes down to quality and features rather than cost.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Higher benchmark score (0/100) indicates stronger performance on coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Faster response time (speed score 0/100) is critical for user-facing chat. Step 3.5 Flash (free) also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (262K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.00/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (40/100) correlates with better nuance, coherence, and style in long-form content
Qwen3 Coder Next and Step 3.5 Flash (free) are extremely close in overall performance (only 0 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
Best for Quality
Qwen3 Coder Next
Marginally better benchmark scores; both are excellent
Best for Cost
Step 3.5 Flash (free)
100% lower pricing; better value at scale
Best for Reliability
Qwen3 Coder Next
Higher uptime and faster response speeds
Best for Prototyping
Qwen3 Coder Next
Stronger community support and better developer experience
Best for Production
Qwen3 Coder Next
Wider enterprise adoption and proven at scale
by Alibaba
| Capability | Qwen3 Coder Next | Step 3.5 Flash (free) |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Modediffers | ||
| Reasoningdiffers | ||
| Web Search | ||
| Image Output |
Alibaba
StepFun
Step 3.5 Flash (free) saves you $1.12/month
That's 100% cheaper than Qwen3 Coder Next at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | Qwen3 Coder Next | Step 3.5 Flash (free) |
|---|---|---|
| Context Window | 262K | 256K |
| Max Output Tokens | 65,536 | 256,000 |
| Open Source | Yes | Yes |
| Created | Feb 4, 2026 | Jan 29, 2026 |
Both Qwen3 Coder Next and Step 3.5 Flash (free) score 40/100, making them extremely close competitors. Choose based on pricing, provider ecosystem, or specific capability requirements.
Qwen3 Coder Next is ranked #144 and Step 3.5 Flash (free) is ranked #145 out of 290+ AI models. Rankings use a composite score combining benchmark performance (90%) from MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations, with capabilities and context window as tiebreakers (10%). Scores update hourly.
Step 3.5 Flash (free) is cheaper at $0.00/M output tokens vs Qwen3 Coder Next's $0.75/M output tokens - 750.0x more expensive. Input token pricing: Qwen3 Coder Next at $0.12/M vs Step 3.5 Flash (free) at $0.00/M.
Qwen3 Coder Next has a larger context window of 262,144 tokens compared to Step 3.5 Flash (free)'s 256,000 tokens. A larger context window means the model can process longer documents and conversations.