Key Takeaways
Noromaid 20B wins:
- Cheaper input tokens
- Cheaper output tokens
GPT-5 Codex wins:
- Larger context window
- Faster response time
- Higher intelligence benchmark
- Better at coding
- Better at math
- Supports vision
- Supports tool calls
Price Advantage
Noromaid 20B
Benchmark Advantage
GPT-5 Codex
Context Window
GPT-5 Codex
Speed
GPT-5 Codex
Pricing Comparison
Price Comparison
| Metric | Noromaid 20B | GPT-5 Codex | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $1.00 | $1.25 | Noromaid 20B |
| Output (per 1M tokens) | $1.75 | $10.00 | Noromaid 20B |
| Cache Read (per 1M) | N/A | $125000.00 | GPT-5 Codex |
Using a 3:1 input/output ratio, Noromaid 20B is 65% cheaper overall.
Noromaid 20B Providers
NextBit $1.00 (Cheapest)
GPT-5 Codex Providers
OpenAI $1.25 (Cheapest)
Benchmark Comparison
6
Benchmarks Compared
0
Noromaid 20B Wins
0
GPT-5 Codex Wins
Benchmark Scores
| Benchmark | Noromaid 20B | GPT-5 Codex | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | - | 44.5 | - |
Coding Index Code generation & understanding | - | 38.9 | - |
Math Index Mathematical reasoning | - | 98.7 | - |
MMLU Pro Academic knowledge | - | 86.5 | - |
GPQA Graduate-level science | - | 83.7 | - |
LiveCodeBench Competitive programming | - | 84.0 | - |
GPT-5 Codex significantly outperforms in coding benchmarks.
Cost vs Quality
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Other models
Context & Performance
Context Window
Noromaid 20B
4,096
tokens
Max output: 2,048 tokens
GPT-5 Codex
400,000
tokens
Max output: 128,000 tokens
GPT-5 Codex has a 99% larger context window.
Speed Performance
| Metric | Noromaid 20B | GPT-5 Codex | Winner |
|---|---|---|---|
| Tokens/second | N/A | 314.7 tok/s | |
| Time to First Token | N/A | 10.95s |
Capabilities
Feature Comparison
| Feature | Noromaid 20B | GPT-5 Codex |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Noromaid 20B | GPT-5 Codex |
|---|---|---|
| License | Open Source | Proprietary |
| Author | Neversleep | OpenAI |
| Released | Nov 2023 | Sep 2025 |
Noromaid 20B Modalities
Input
text
Output
text
GPT-5 Codex Modalities
Input
textimage
Output
text