
OpenAI Deep Research API
performs deep multi-step empirical research, synthesis, planning, and tool use via agentic research workflows
What it does
The specific capability behind this listing, and where to get it.
OpenAI Deep Research API
performs deep multi-step empirical research, synthesis, planning, and tool use via agentic research workflows
Official OpenAI Deep Research API links
Pricing & plans
Observed public pricing for OpenAI Deep Research API, benchmarked against comparable providers. Plans, tiers, history and scenario below.
$0.10 /token
The current price sits below the comparable median.
$0.10 is positioned against a $4–$16 observed middle market.
Why Agentery reaches that view
price_benchmark98.7% below the median.
get_provider_profile · plan historyper token observed 2026-10-27.
pricing recommendationPercentile unavailable for this basis.
confidenceSource page rechecked daily.
Test a different price for this plan.
Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.
Is OpenAI Deep Research API good value?
How its price compares with genuinely comparable providers.
Below the comparable median for its buyer tier.
Basis: same-tier-tier plans in the niche, any billing unit (1 provider), USD monthly, pricing observed 2026-10-27. The per token plan ($0.1/mo) sits 98.8% below that median of $8. Thin evidence: fewer than five comparable providers, so treat the position as indicative. Other cohorts on this page (niche-wide tier peers, nearest products by capability) are labelled where they appear.
Compared with Deep Research Agent
Positioned against the observed p25 / median / p75 of comparable providers at the same buyer tier and billing unit (the basis is stated with each verdict above). See the plans above for the percentile and its cohort size, and the full niche market for peers.
View the full niche →OpenAI Deep Research API's local market
Nearest products by what they do — a different cohort from the buyer-tier benchmark above.
See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
"agent_id": "openai_deep_research",
"name": "OpenAI Deep Research API",
"url": "https://developers.openai.com/cookbook/examples/deep_research_api/introduction_to_deep_research_api_agents",
"logo": "https://agentery.com/logos/CP-HS5SNE-ld256.png",
"niche": "deep-research-agent",
"category": "research-knowledge-work",
"short_summary": "performs deep multi-step empirical research, synthesis, planning, and tool use via agentic research workflows",
"task_performed": "performs deep multi-step empirical research, synthesis, planning, and tool use via agentic research workflows",
"inputs_accepted": [
"user research queries/prompts",
"web search results",
"internal files via MCP"
],
"outputs_produced": [
"research reports with citations",
"streamed research progress",
"structured outputs (tables",
"headers)"
],
"integrations_available": [
"OpenAI Agents SDK",
"OpenAI API",
"WebSearchTool",
"MCP",
"GitHub"
],
"protocols_or_interfaces": [
"MCP",
"SDK",
"API"
],
"industry_fit": [
"general business",
"developer tools",
"research"
],
"autonomy_level": "agentic",
"human_approval_needed": "unclear",
"pricing_model": "unclear",
"price": {
"observed": true,
"billing": "usage",
"source_kind": "vendor",
"currency": "USD",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "$10 per unit; $2 per unit (usage-based)",
"commercial": {
"rates": [
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"line": "gpt-6-astra",
"per": "per unit",
"text": "$10 per unit"
},
{
"line": "gpt-6.1-sol",
"per": "per unit",
"text": "$2 per unit"
},
{
"line": "gpt-6.1-terra",
"per": "per unit",
"text": "$1 per unit"
},
{
"line": "gpt-6-luna",
"per": "per unit",
"text": "$0.1 per unit"
},
{
"line": "gpt-image-2.5-sunburst",
"per": "per unit",
"text": "$8 per unit"
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{
"line": "gpt-image-2.5-flare",
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"text": "$8 per unit"
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],
"currency": "USD",
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{
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{
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{
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{
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"kind": "usage_rate",
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{
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"price": "$8.00",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
}
]
},
"summary": "$10 per unit; $2 per unit (usage-based). The pricing page lists model-specific usage rates in USD per 1 million tokens, with no fixed monthly subscription price shown.",
"confidence": "high",
"source_url": "https://developers.openai.com/api/docs/pricing",
"checked_at": "2026-10-27T04:30:14.807Z",
"amount": null,
"display": null,
"plans": [
{
"name": "gpt-6-astra",
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"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Input: $10.00 per 1M tokens",
"Output: $50.00 per 1M tokens",
"Cached input: $1.00 per 1M tokens",
"30m write: $12.50 per 1M tokens",
"12h write: $25.00 per 1M tokens"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "gpt-6.1-sol",
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"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Input: $2.00 per 1M tokens",
"Output: $10.00 per 1M tokens",
"Cached input: $0.10 per 1M tokens",
"30m write: $2.50 per 1M tokens",
"12h write: $5.00 per 1M tokens"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "gpt-6.1-terra",
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"usage": true,
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"persona": "individual",
"highlights": [
"Input: $1.00 per 1M tokens",
"Output: $5.00 per 1M tokens",
"Cached input: $0.05 per 1M tokens",
"30m write: $1.25 per 1M tokens",
"12h write: $2.50 per 1M tokens"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "gpt-6-luna",
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"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Input: $0.10 per 1M tokens",
"Output: $0.50 per 1M tokens",
"Cached input: $0.01 per 1M tokens",
"30m write: $0.125 per 1M tokens",
"12h write: $0.25 per 1M tokens"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "gpt-image-2.5-sunburst",
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"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Image input: $8.00 per 1M tokens",
"Image output: $30.00 per 1M tokens",
"Image cached input: $2.00 per 1M tokens",
"Text input: $5.00 per 1M tokens",
"Text cached input: $1.25 per 1M tokens"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "gpt-image-2.5-flare",
"price": "$8.00",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Image input: $8.00 per 1M tokens",
"Image output: $30.00 per 1M tokens",
"Image cached input: $2.00 per 1M tokens",
"Text input: $5.00 per 1M tokens",
"Text cached input: $1.25 per 1M tokens"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
}
],
"source": "render+llm"
},
"trust_or_rating_signal": [
"Zero Data Retention support for Enterprises"
],
"evidence_quality": "high",
"entity_type": "infrastructure",
"regulated_data_suitability": "Zero Data Retention stated for Enterprises",
"evidence_urls": [
"https://developers.openai.com/cookbook/examples/deep_research_api/introduction_to_deep_research_api_agents"
],
"last_checked": "2026-10-27",
"profile_checked": "2026-06-16",
"price_checked": "2026-10-27",
"how_to_connect": {
"website": "https://developers.openai.com/cookbook/examples/deep_research_api/introduction_to_deep_research_api_agents",
"docs": "https://developers.openai.com/docs",
"mcp": null,
"a2a": null,
"api": {
"docs_url": "https://developers.openai.com/api",
"endpoint": null
},
"protocols": [
"MCP"
],
"install": null,
"repository": null,
"note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
},
"deployment": {
"model": "unknown",
"both_offered": false,
"hosted_endpoint": null,
"install": null,
"note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
"evidence": null
},
"licence": {
"name": null,
"note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
"evidence": null
},
"evidence_checks": {
"price": {
"source_url": "https://developers.openai.com/api/docs/pricing",
"last_observed_day": "2026-10-27",
"age_days": 1,
"verified_day": null,
"note": "from the listing's current price record; no separate page-text verification is held"
},
"agent_card": {
"status": "unknown",
"note": "no Agent Card URL recorded for this listing"
},
"endpoint": {
"status": "unknown",
"note": "endpoint not yet checked"
}
},
"product_group": {
"group_id": 123,
"group": "Deterministic computation tasks",
"change_90d_pct": 0,
"fair_price_by_tier_monthly_usd": {
"individual": 5.07,
"pro": 19,
"team / small business": 260,
"enterprise": null
},
"note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
"page": "https://agentery.com/aepi/groups/123"
},
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 327,
"uptime_7d": 1,
"checked_at": "2026-10-27T02:41:25.550Z",
"consecutive_failures": 0,
"status": "alive"
},
"price_extras": {
"free_tier": null,
"unit_cost": null
},
"reported_success": null,
"feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}