| Signal | Inflection 3 Productivity | Delta | Qwen2.5 Coder 32B Instruct |
|---|---|---|---|
Capabilities | 17 | -- | |
Pricing | 90 | -9 | |
Context window size | 62 | -10 | |
Recency | 34 | -6 | |
Output Capacity | 50 | +30 | |
| Overall Result | 1 wins | of 5 | 3 wins |
Score History
37.3
current score
Inflection 3 Productivity
right now
36.7
current score
Inflection
Alibaba
Qwen2.5 Coder 32B Instruct saves you $634.00/month
That's $7608.00/year compared to Inflection 3 Productivity at your current usage level of 100K calls/month.
| Metric | Inflection 3 Productivity | Qwen2.5 Coder 32B Instruct | Winner |
|---|---|---|---|
| Overall Score | 37 | 37 | Inflection 3 Productivity |
| Rank | #296 | #297 | Inflection 3 Productivity |
| Quality Rank | #296 | #297 | Inflection 3 Productivity |
| Adoption Rank | #296 | #297 | Inflection 3 Productivity |
| Parameters | -- | 32B | -- |
| Context Window | 8K | 33K | Qwen2.5 Coder 32B Instruct |
| Pricing | $2.50/$10.00/M | $0.66/$1.00/M | -- |
| Signal Scores | |||
| Capabilities | 17 | 17 | Inflection 3 Productivity |
| Pricing | 90 | 99 | Qwen2.5 Coder 32B Instruct |
| Context window size | 62 | 72 | Qwen2.5 Coder 32B Instruct |
| Recency | 34 | 40 | Qwen2.5 Coder 32B Instruct |
| Output Capacity | 50 | 20 | Inflection 3 Productivity |
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%). Learn more about our methodology.
Scores 37/100 (rank #296), placing it in the top -2% of all 290 models tracked.
Scores 37/100 (rank #297), placing it in the top -2% of all 290 models tracked.
With only a 1-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.
Qwen2.5 Coder 32B Instruct offers 87% better value per quality point. At 1M tokens/day, you'd spend $24.90/month with Qwen2.5 Coder 32B Instruct vs $187.50/month with Inflection 3 Productivity - a $162.60 monthly difference.
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. Qwen2.5 Coder 32B Instruct also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (33K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($1.00/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (37/100) correlates with better nuance, coherence, and style in long-form content
Inflection 3 Productivity and Qwen2.5 Coder 32B Instruct are extremely close in overall performance (only 0.5999999999999943 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
Best for Quality
Inflection 3 Productivity
Marginally better benchmark scores; both are excellent
Best for Cost
Qwen2.5 Coder 32B Instruct
87% lower pricing; better value at scale
Best for Reliability
Inflection 3 Productivity
Higher uptime and faster response speeds
Best for Prototyping
Inflection 3 Productivity
Stronger community support and better developer experience
Best for Production
Inflection 3 Productivity
Wider enterprise adoption and proven at scale
by Inflection
| Capability | Inflection 3 Productivity | Qwen2.5 Coder 32B Instruct |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
Inflection
Alibaba
Qwen2.5 Coder 32B Instruct saves you $14.11/month
That's 86% cheaper than Inflection 3 Productivity 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 | Inflection 3 Productivity | Qwen2.5 Coder 32B Instruct |
|---|---|---|
| Context Window | 8K | 33K |
| Max Output Tokens | 1,024 | -- |
| Open Source | No | Yes |
| Created | Oct 11, 2024 | Nov 11, 2024 |
Inflection 3 Productivity scores 37/100 (rank #296) compared to Qwen2.5 Coder 32B Instruct's 37/100 (rank #297), giving it a 1-point advantage. Inflection 3 Productivity is the stronger overall choice, though Qwen2.5 Coder 32B Instruct may excel in specific areas like cost efficiency.
Inflection 3 Productivity is ranked #296 and Qwen2.5 Coder 32B Instruct is ranked #297 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.
Qwen2.5 Coder 32B Instruct is cheaper at $1.00/M output tokens vs Inflection 3 Productivity's $10.00/M output tokens - 10.0x more expensive. Input token pricing: Inflection 3 Productivity at $2.50/M vs Qwen2.5 Coder 32B Instruct at $0.66/M.
Qwen2.5 Coder 32B Instruct has a larger context window of 32,768 tokens compared to Inflection 3 Productivity's 8,000 tokens. A larger context window means the model can process longer documents and conversations.