GPT-6 Astra (batch) Paid vs ELGlimpse Paid
GPT-6 Astra (batch) vs Glimpse compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.
GPT-6 Astra (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 (batch) vs Glimpse specs
| Spec | GPT-6 Astra (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 (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 (batch) | Glimpse |
|---|---|---|
| Open weights (downloadable) | ✗ | ✗ |
| Self-hostable | ✗ | ✗ |
| Runs fully offline | ✗ | ✗ |
| Vision / multimodal | ✓ | ✓ |
| Tool / function calling | ✓ | ✓ |
| 1M+ context window | ✓ | ✗ |
Benchmarks: GPT-6 Astra (batch) vs Glimpse
Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).
Benchmark data by Artificial Analysis.
How GPT-6 Astra (batch) and Glimpse score
| Criterion | GPT-6 Astra (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 (batch) Paid
GPT-6 Astra is OpenAI's flagship model for demanding end-to-end work. It is suited for advanced analysis, software engineering, deep research, scientific work, and document creation, with particular strengths in long-horizon...
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 (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 (batch) offers the larger context window (1.1M tokens).
GPT-6 Astra (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 (batch) if you need the larger 1.1M context window.
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