| Signal | Gemma 2 27B | Delta | GPT-4o (2024-08-06) |
|---|---|---|---|
Capabilities | 33 | -33 | |
Benchmarks | 83 | +9 | |
Pricing | 99 | +9 | |
Context window size | 56 | -17 | |
Recency | 3 | -4 | |
Output Capacity | 55 | -15 | |
| Overall Result | 2 wins | of 6 | 4 wins |
Score History
77.1
current score
Gemma 2 27B
right now
70.8
current score
OpenAI
Gemma 2 27B saves you $652.50/month
That's $7830.00/year compared to GPT-4o (2024-08-06) at your current usage level of 100K calls/month.
| Metric | Gemma 2 27B | GPT-4o (2024-08-06) | Winner |
|---|---|---|---|
| Overall Score | 77 | 71 | Gemma 2 27B |
| Rank | #61 | #86 | Gemma 2 27B |
| Quality Rank | #61 | #86 | Gemma 2 27B |
| Adoption Rank | #61 | #86 | Gemma 2 27B |
| Parameters | 27B | -- | -- |
| Context Window | 8K | 128K | GPT-4o (2024-08-06) |
| Pricing | $0.65/$0.65/M | $2.50/$10.00/M | -- |
| Signal Scores | |||
| Capabilities | 33 | 67 | GPT-4o (2024-08-06) |
| Benchmarks | 83 | 74 | Gemma 2 27B |
| Pricing | 99 | 90 | Gemma 2 27B |
| Context window size | 56 | 73 | GPT-4o (2024-08-06) |
| Recency | 3 | 8 | GPT-4o (2024-08-06) |
| Output Capacity | 55 | 70 | GPT-4o (2024-08-06) |
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 77/100 (rank #61), placing it in the top 79% of all 290 models tracked.
Scores 71/100 (rank #86), placing it in the top 71% of all 290 models tracked.
Gemma 2 27B has a 6-point advantage, which typically translates to noticeably better performance on complex reasoning, code generation, and multi-step tasks.
Gemma 2 27B offers 90% better value per quality point. At 1M tokens/day, you'd spend $19.50/month with Gemma 2 27B vs $187.50/month with GPT-4o (2024-08-06) - a $168.00 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
Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Suitable for user-facing chat with competitive response times. Gemma 2 27B also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (128K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.65/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (77/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
Gemma 2 27B has a moderate advantage with a 6.299999999999997-point lead in composite score. It wins on more signal dimensions, but GPT-4o (2024-08-06) has specific strengths that could make it the better choice for certain workflows.
Best for Quality
Gemma 2 27B
Marginally better benchmark scores; both are excellent
Best for Cost
Gemma 2 27B
90% lower pricing; better value at scale
Best for Reliability
Gemma 2 27B
Higher uptime and faster response speeds
Best for Prototyping
Gemma 2 27B
Stronger community support and better developer experience
Best for Production
Gemma 2 27B
Wider enterprise adoption and proven at scale
by Google
| Capability | Gemma 2 27B | GPT-4o (2024-08-06) |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
OpenAI
Gemma 2 27B saves you $14.55/month
That's 88% cheaper than GPT-4o (2024-08-06) 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 | Gemma 2 27B | GPT-4o (2024-08-06) |
|---|---|---|
| Context Window | 8K | 128K |
| Max Output Tokens | 2,048 | 16,384 |
| Open Source | Yes | No |
| Created | Jul 13, 2024 | Aug 6, 2024 |