GPT-6 Astra Pro (batch) Paid vs ELGlimpse Paid
GPT-6 Astra Pro (batch) vs Glimpse compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.
GPT-6 Astra Pro (batch) — full profile › · Glimpse — full profile ›
Prices & specs refreshed from live data · olud.ai
Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.
$25 /M outputManaged API (no infra to run)
$3 /M outputManaged API (no infra to run)
GPT-6 Astra Pro (batch) vs Glimpse specs
| Spec | GPT-6 Astra Pro (batch) | Glimpse | Winner |
|---|---|---|---|
| Maker | OpenAI | Elorian | – |
| Type | Proprietary | Proprietary | – |
| Context window | 1.1M tokens | 262K tokens | |
| Input price | $5/M | $0.6/M | ELGlimpse |
| Output price | $25/M | $3/M | ELGlimpse |
| Vision / multimodal | Yes | Yes | = Tie |
| Tool / function calling | Yes | Yes | = Tie |
| Self-hostable | No (API only) | No (API only) | – |
| License | Proprietary | Proprietary | – |
Price gap & when to choose each
Glimpse is ~8.3× cheaper than GPT-6 Astra Pro (batch) on output tokens ($3 vs $25 per M tokens).
- You want frontier performance through a managed API
- You need the longer 1.1M context window
- You value reliability & ecosystem
- You don't want to manage infrastructure
- You want frontier performance through a managed API
- You want the lower output price
- You value reliability & ecosystem
- You don't want to manage infrastructure
Feature comparison
| Capability | GPT-6 Astra Pro (batch) | Glimpse |
|---|---|---|
| Open weights (downloadable) | ✗ | ✗ |
| Self-hostable | ✗ | ✗ |
| Runs fully offline | ✗ | ✗ |
| Vision / multimodal | ✓ | ✓ |
| Tool / function calling | ✓ | ✓ |
| 1M+ context window | ✓ | ✗ |
How GPT-6 Astra Pro (batch) and Glimpse score
| Criterion | GPT-6 Astra Pro (batch) | Glimpse |
|---|---|---|
| Cost-efficiency | 3.0 | 4.0 |
| Context window | 5.0 | 4.0 |
| Openness | 1.5 | 1.5 |
| Self-hosting | 1.0 | 1.0 |
| Multimodality | 5.0 | 5.0 |
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-6 Astra Pro (batch) Paid
GPT-6 Astra Pro is the same underlying model as [GPT-6 Astra](https://openrouter.ai/openai/gpt-6-astra), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. **Cost note:** pro mode spends far more...
Glimpse Paid
Glimpse is a multimodal visual reasoning model from Elorian, built for visual understanding and complex visual reasoning in the physical world. It reasons directly over images and video rather than...
Frequently asked questions
GPT-6 Astra Pro (batch) vs Glimpse — which is cheaper?
Glimpse is cheaper on output ($3/M vs $25/M).
Which has the larger context window?
GPT-6 Astra Pro (batch) offers the larger context window (1.1M tokens).
GPT-6 Astra Pro (batch) vs Glimpse — which should I pick in 2026?
Choose Glimpse for the lower output price ($3/M vs $25/M). Choose GPT-6 Astra Pro (batch) if you need the larger 1.1M context window.
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