o1 Paid vs RERelace Search Paid
o1 vs Relace Search compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.
o1 — 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.
$60 /M outputManaged API (no infra to run)
$3 /M outputManaged API (no infra to run)
o1 vs Relace Search specs
| Spec | o1 | Relace Search | Winner |
|---|---|---|---|
| Maker | OpenAI | Relace | – |
| Type | Proprietary | Proprietary | – |
| Context window | 200K tokens | 256K tokens | RERelace Search |
| Input price | $15/M | $1/M | RERelace Search |
| Output price | $60/M | $3/M | RERelace Search |
| Vision / multimodal | Yes | 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 ~20× cheaper than o1 on output tokens ($3 vs $60 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 | o1 | Relace Search |
|---|---|---|
| Open weights (downloadable) | ✗ | ✗ |
| Self-hostable | ✗ | ✗ |
| Runs fully offline | ✗ | ✗ |
| Vision / multimodal | ✓ | ✗ |
| Tool / function calling | ✓ | ✓ |
| 1M+ context window | ✗ | ✗ |
Benchmarks: o1 vs Relace Search
Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).
Benchmark data by Artificial Analysis.
How o1 and Relace Search score
| Criterion | o1 | Relace Search |
|---|---|---|
| Cost-efficiency | 2.0 | 4.0 |
| Context window | 4.0 | 4.0 |
| Openness | 1.5 | 1.5 |
| Self-hosting | 1.0 | 1.0 |
| Multimodality | 5.0 | 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
o1 Paid
The latest and strongest model family from OpenAI, o1 is designed to spend more time thinking before responding. The o1 model series is trained with large-scale reinforcement learning to reason...
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
o1 vs Relace Search — which is cheaper?
Relace Search is cheaper on output ($3/M vs $60/M).
Which has the larger context window?
Relace Search offers the larger context window (256K tokens).
o1 vs Relace Search — which should I pick in 2026?
Choose Relace Search for the lower output price ($3/M vs $60/M). It also gives you the larger 256K context window.
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