GPT Audio Paid vs RERelace Search Paid
GPT Audio vs Relace Search compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.
GPT Audio — full profile › · Relace Search — full profile ›
Prices & specs refreshed from live data · olud.ai
Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.
$10 /M outputManaged API (no infra to run)
$3 /M outputManaged API (no infra to run)
GPT Audio vs Relace Search specs
| Spec | GPT Audio | Relace Search | Winner |
|---|---|---|---|
| Maker | OpenAI | Relace | – |
| Type | Proprietary | Proprietary | – |
| Context window | 128K tokens | 256K tokens | RERelace Search |
| Input price | $2.5/M | $1/M | RERelace Search |
| Output price | $10/M | $3/M | RERelace Search |
| Vision / multimodal | No | No | – |
| Tool / function calling | Yes | Yes | = Tie |
| Self-hostable | No (API only) | No (API only) | – |
| License | Proprietary | Proprietary | – |
Price gap & when to choose each
Relace Search is ~3.3× cheaper than GPT Audio on output tokens ($3 vs $10 per M tokens).
- You want frontier performance through a managed API
- You value reliability & ecosystem
- You don't want to manage infrastructure
- You want frontier performance through a managed API
- You need the longer 256K context window
- You want the lower output price
- You value reliability & ecosystem
- You don't want to manage infrastructure
Feature comparison
| Capability | GPT Audio | Relace Search |
|---|---|---|
| Open weights (downloadable) | ✗ | ✗ |
| Self-hostable | ✗ | ✗ |
| Runs fully offline | ✗ | ✗ |
| Vision / multimodal | ✗ | ✗ |
| Tool / function calling | ✓ | ✓ |
| 1M+ context window | ✗ | ✗ |
How GPT Audio and Relace Search score
| Criterion | GPT Audio | Relace Search |
|---|---|---|
| Cost-efficiency | 3.5 | 4.0 |
| Context window | 3.5 | 4.0 |
| Openness | 1.5 | 1.5 |
| Self-hosting | 1.0 | 1.0 |
| Multimodality | 3.5 | 3.5 |
Scores come from live data — output price (cost), context length, open vs closed weights (openness & self-hosting) and vision/tool support (multimodality). Raw task quality isn't scored here; it depends on your benchmark — see the verdict.
What each model is
GPT Audio Paid
The gpt-audio model is OpenAI's first generally available audio model. The new snapshot features an upgraded decoder for more natural sounding voices and maintains better voice consistency. Audio is priced...
Relace Search Paid
The relace-search model uses 4-12 `view_file` and `grep` tools in parallel to explore a codebase and return relevant files to the user request. In contrast to RAG, relace-search performs agentic...
Frequently asked questions
GPT Audio vs Relace Search — which is cheaper?
Relace Search is cheaper on output ($3/M vs $10/M).
Which has the larger context window?
Relace Search offers the larger context window (256K tokens).
GPT Audio vs Relace Search — which should I pick in 2026?
Choose Relace Search for the lower output price ($3/M vs $10/M). It also gives you the larger 256K context window.
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