ctxdexSynthetic model data for learning
Active modelOpen WeightImage Generation3

Ctxdex Drishyam 3

Agent MakersCtxdex Creative Image

A third-generation image generation and editing model in the Ctxdex Creative Image family for image generation and image editing and transformation.

AcceptsImage, TextProducesImageReleasedAnnounced
View pricing

The pricing calculator is not yet built.

Data captured as of

Overview

Intended useBest suited for image generation and image editing and transformation.
FamilyCtxdex Creative ImageCreative image synthesis and editing family.
AnnouncedAnnounced
DeprecatedNot applicableModel is current.
RetiredNot applicableModel is not retired.

What it does

Capabilities carry their support status; tasks are labels, because seven descriptions would bury the section.

Capabilities (1)

Structured Output
Intrinsic support for constrained/structured machine-readable output.

Tasks (2)

Image EditingImage Generation

Inputs & Outputs

Each modality is paired with the representation it is carried in, so a non-token model reads the same way a text one does.

Accepts

  • ImageRaster Image
  • TextPlain Text

Produces

  • ImageRaster Image

Technical Characteristics

A characteristic with no value states why it has none. An absence here is a recorded fact, not a gap in the page.

Architecture classDIFFUSION

Versions & Snapshots

Latest

Opening a snapshot shows what it resolves to. It does not switch this page into snapshot mode — the model's own values stay in place.

SnapshotReleasedStatusDetail
2025-01-14Active snapshot

Availability

Current offering available

Agent Makers

First Party Managed Api

Active offering
Effective from

Serving surfaces

Image Generation API · Active

Nimbrex Cloud

Cloud Managed Model

Active offering
Effective from

Serving surfaces

Image Generation API · Active

Oryventa Models

Hosted Open Model

Active offering
Effective from

Serving surfaces

Image Generation API · Active

Runvora Inference

Serverless Inference

Active offering
Effective from

Serving surfaces

Image Generation API · Active
Historical offeringsNone recorded
Downloadable distributionsNone recordedNo downloadable artefact has been published under these terms.

Serving Performance

Measured as of

Every figure is measured under the conditions beside it. Read without them, a latency number claims more than it can.

Measurement basis Synthetic ProfileMetrics 4
MetricTypical valueConditions
Image Generation Latency MsTime to generate one image under a defined image workload.3840Ms
Resolution: 1024x1024Quality Tier: STANDARDCapacity Mode: SHARED_ON_DEMANDDelivery Mode: SYNCHRONOUSProcessing Tier: STANDARDConcurrency Band: C1
Image Generation Latency MsTime to generate one image under a defined image workload.3720Ms
Resolution: 1024x1024Quality Tier: STANDARDCapacity Mode: SHARED_ON_DEMANDDelivery Mode: SYNCHRONOUSProcessing Tier: STANDARDConcurrency Band: C1
Image Generation Latency MsTime to generate one image under a defined image workload.4295Ms
Resolution: 1024x1024Quality Tier: STANDARDCapacity Mode: SHARED_ON_DEMANDDelivery Mode: SYNCHRONOUSProcessing Tier: STANDARDConcurrency Band: C1
Image Generation Latency MsTime to generate one image under a defined image workload.3485Ms
Resolution: 1024x1024Quality Tier: STANDARDCapacity Mode: SHARED_ON_DEMANDDelivery Mode: SYNCHRONOUSProcessing Tier: STANDARDConcurrency Band: C1

Pricing Reference

Reference offering

Agent Makers · First Party Managed Api

Effective fromCaptured as of
MeterBasisRate
InputAudited image-prompt input-token rate$0.2 / 1000000Token
View all pricing

Full pricing for a single offering is one step further in, from this model’s pricing page, because it is addressed by offering and this page carries the model. The calculator is disabled because it is not built.

3 other current offerings are priced separately. This is the publisher's own offering, chosen as the reference — it is not the cheapest by definition. Rates are not comparable across offerings unless meter, unit and conditions match.

Derived chronology

Model Journey

Assembled from this model’s own lifecycle records, its snapshots, its providers’ offering and pricing history, and recorded succession. It is a view over those records, not a second source of truth, and undated lineage is deliberately not on it.

18 events4 scheduled ahead
  • Effective from
    PricingNormalUpcoming

    Agent Makers pricing scheduled

    Offering context: Agent Makers

    Scheduled to take effect on 2026-09-15. Not yet effective.

  • Effective from
    PricingNormalUpcoming

    Nimbrex Cloud pricing scheduled

    Offering context: Nimbrex Cloud

    Scheduled to take effect on 2026-09-15. Not yet effective.

  • Effective from
    PricingNormalUpcoming

    Oryventa Models pricing scheduled

    Offering context: Oryventa Models

    Scheduled to take effect on 2026-09-15. Not yet effective.

  • Effective from
    PricingNormalUpcoming

    Runvora Inference pricing scheduled

    Offering context: Runvora Inference

    Scheduled to take effect on 2026-09-15. Not yet effective.

  • Effective from
    PricingNormal

    Agent Makers pricing became effective

    Offering context: Agent Makers

    Version current, effective from 2026-01-01.

  • Effective from
    PricingNormal

    Nimbrex Cloud pricing became effective

    Offering context: Nimbrex Cloud

    Version current, effective from 2026-01-01.

Open full journey →

The first control expands this section in place, without filters or navigation. The second opens the standalone journey, which adds filtering on three axes, year grouping, per-event provenance and a shareable address.

Every date is the source record’s own effective date — a model lifecycle date, a snapshot release, an offering’s effective date, a pricing version’s effective-from. None of them is a load or capture timestamp.

Licence & Use Conditions

LicenceAgent Makers Open Weight License
Version1.0
SPDX identifierNot applicableNo SPDX identifier is recorded for these terms.
Legal textNo public URI recordedThe terms exist and are held internally; no public address has been published.Captured as of

Use conditions (0)

None recordedNo condition constrains use of this model beyond its licence.

Lifecycle & Lineage

Direct lineage

Successor Of of

Ctxdex Drishyam 4

Recommended replacement for

None recordedNo replacement recommendation is recorded in either direction.

Lifecycle history: Active on 2025-01-14.

Similar Industry Models

Captured as of

A positioning reference, not an equivalence claim. Each row states the axes it was drawn on, and covers only that part of this model's positioning.

Stable Diffusion 3.5 Large

Stability AI

Provider documentation
DirectOpen Image ModelImage Generation

Selected as a direct current reference for Ctxdex Drishyam 3 based on open image model, image generation.

Checked 2026-09-14 · High confidence

FLUX.2

Black Forest Labs

Provider documentation
CloseOpen Weight Image Generation

Selected as a close current reference for Ctxdex Drishyam 3 based on open weight image generation.

Checked 2026-09-14 · Medium confidence

Gemini 3.1 Flash Image

Google

Provider documentation
ReferenceCommercial Image Generation

Differences recorded: Proprietary.

Selected as a reference current reference for Ctxdex Drishyam 3 based on commercial image generation.

Checked 2026-09-14 · High confidence

Comparison method CTXDEX_COMPARABLES_V1.

Resolved from the ctxdex catalogue at build time. Every figure is a stored value or a derivation named in the read model; nothing on this page is computed in the browser.