{"jtbd":{"id":"text-in-image-generation","slug":"text-in-image-generation","name":"Text-accurate image generation","shortName":"Text-in-image","problemStatement":"Generate marketing/UI images where spelled text on the image must be correct (posters, mockups, diagrams)."},"pick":{"id":"ideogram","slug":"ideogram","name":"Ideogram","tagline":"Use when agents must render readable text in images. Fal remains default multi-model media router.","website":"https://ideogram.ai","overall":7.87,"scoreBand":{"low":7.3,"mid":7.9,"high":8.5,"halfWidth":0.6,"basis":"editorial_prior","display":"7.3–8.5 (editorial prior)"},"scoreLayers":{"editorialPrior":7.87,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14: Consumer Plus ~$20/mo (site). API pay-as-you-go per image (ideogram.ai/api-pricing): 4.0 Turbo ~$0.03, Default ~$0.06, Quality ~$0.10; volume via sales. Strong text-in-image reputation.","scores":{"capabilityFit":8.4,"pricePerformance":8,"latencyReliability":8,"developerDx":8.2,"privacyPosture":7,"lockInRisk":3.8,"maturity":7.8,"overall":7.87,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},"runnersUp":[{"id":"recraft","slug":"recraft","name":"Recraft","tagline":"Best when agents need SVG/brand-consistent assets. Fal for general media zoo; BFL for FLUX-first.","website":"https://www.recraft.ai","overall":8.04,"scoreBand":{"low":7.4,"mid":8,"high":8.6,"halfWidth":0.6,"basis":"editorial_prior","display":"7.4–8.6 (editorial prior)"},"scoreLayers":{"editorialPrior":8.04,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (recraft.ai docs API pricing): Prepaid API units $1 = 1,000 units (never expire). V4.1 raster $0.035 (35u) / Pro $0.21 (210u); V4.1 vector $0.08 / Pro Vector $0.30; V3 ops ~$0.04 raster / $0.08 vector; bg removal $0.01; crisp upscale $0.004; creative upscale $0.25.","scores":{"capabilityFit":8.6,"pricePerformance":8.2,"latencyReliability":8.2,"developerDx":8.6,"privacyPosture":7.4,"lockInRisk":4,"maturity":7.6,"overall":8.04,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"black-forest-labs","slug":"black-forest-labs","name":"Black Forest Labs","tagline":"First-party FLUX when you want BFL terms/quality without a reseller markup. Fal remains Depot media-gen…","website":"https://bfl.ai","overall":8.19,"scoreBand":{"low":7.6,"mid":8.2,"high":8.8,"halfWidth":0.6,"basis":"editorial_prior","display":"7.6–8.8 (editorial prior)"},"scoreLayers":{"editorialPrior":8.19,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-19","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (docs.bfl.ai/quick_start/pricing): 1 credit = $0.01; API = Playground. FLUX.2 Klein 4B from $0.014/image, Klein 9B from $0.015, Pro from $0.03/MP (edit $0.045), Flex $0.05, Max $0.07. FLUX 3 video (t2v/i2v) $0.17/s hd / $0.29/s fhd, draft $0.06/s. FLUX.1 Kontext Pro $0.04/image. Fine-tuned Klein endpoints billed as base during public beta.","scores":{"capabilityFit":9,"pricePerformance":7.8,"latencyReliability":8.2,"developerDx":8.4,"privacyPosture":8,"lockInRisk":4,"maturity":7.8,"overall":8.19,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"fal","slug":"fal","name":"Fal","tagline":"Depot default for programmatic image/video/audio gen. One API to rule the media zoo.","website":"https://fal.ai","overall":8.46,"scoreBand":{"low":7.9,"mid":8.5,"high":9.1,"halfWidth":0.6,"basis":"editorial_prior","display":"7.9–9.1 (editorial prior)"},"scoreLayers":{"editorialPrior":8.46,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-10-19","pricingNotes":"Serverless generative media API (1000+ models); per-second/per-output; extremely agent-friendly.","scores":{"capabilityFit":9.2,"pricePerformance":8.5,"latencyReliability":8.6,"developerDx":9.6,"privacyPosture":7.2,"lockInRisk":4,"maturity":8,"overall":8.46,"kind":"curated_estimate","confidence":"high","asOf":"2026-10-19"}},{"id":"openai-media","slug":"openai-media","name":"OpenAI Media (Images/Audio)","tagline":"Convenient if you're already on OpenAI. For best image variety/cost, keep Fal in the toolkit.","website":"https://platform.openai.com/docs/guides/images","overall":8.15,"scoreBand":{"low":7.6,"mid":8.2,"high":8.8,"halfWidth":0.6,"basis":"editorial_prior","display":"7.6–8.8 (editorial prior)"},"scoreLayers":{"editorialPrior":8.15,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"Image generation, TTS, Whisper/transcription via OpenAI API; billed per image/minute/token as applicable.","scores":{"capabilityFit":8.8,"pricePerformance":7.2,"latencyReliability":8.8,"developerDx":9.2,"privacyPosture":7.8,"lockInRisk":7,"maturity":9.6,"overall":8.15,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}}],"scoreBand":{"low":7.3,"mid":7.9,"high":8.5,"halfWidth":0.6,"basis":"editorial_prior","display":"7.3–8.5 (editorial prior)"},"scoreLayers":{"editorialPrior":7.87,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"whyPickOverHigherScore":{"pickId":"ideogram","pickName":"Ideogram","pickScore":7.87,"highestScoredCandidateId":"fal","highestScoredCandidateName":"Fal","highestScore":8.46,"pickHasLowerCompositeScore":true,"delta":-0.59,"pickLeadsOnDimensions":["lower lockInRisk (3.8 vs 4)"],"explanation":"Ideogram (7.87) is the editorial pick for Text-accurate image generation over higher-composite Fal (8.46) because composite scores are provider-wide priors while Ideogram wins on lower lockInRisk (3.8 vs 4): Media-gen specialty. Confidence: high on Ideogram typography reputation."},"cheapest":{"providerId":"black-forest-labs","providerName":"Black Forest Labs","skuId":"bfl-flux-3-image-klein-1k","item":"FLUX 3 Image Klein (1K tier)","plan":"FLUX 3 Image Klein (1K tier) — Per image at the 1K resolution tier","unit":"usd_per_image","amountUsd":0.009,"isFloorPrice":true,"floorWarning":"Provider-wide floor SKU; may not be the flagship model scored for this JTBD.","skuCountInUnit":2,"isDepotPick":false,"sourceUrl":"https://bfl.ai/pricing","asOf":"2026-10-19","verifiedAsOf":"2026-10-19"},"recommendedWorkloadQuote":null,"representativeQuote":null,"estimatedTaskCost":null,"freeAlternatives":[{"id":"cloudflare-workers-ai-image","name":"Cloudflare Workers AI image models","kind":"free_image","providerId":"cloudflare-workers-ai","jtbdIds":["image-generation","text-in-image-generation"],"whatYouGet":"Image models on the pricing page, including FLUX.1 schnell, draw from the same 10,000 neurons/day. No separate free image count is stated.","cost":"free","limits":{"sharedNeuronsPerDay":10000,"separateImageCap":null},"sourceUrl":"https://developers.cloudflare.com/workers-ai/platform/pricing/","notes":"Fetched twice 2026-10-25 about 10 s apart without logging in (HTTP 200, no redirect, identical HTML; the page shows 'Last updated Oct 20, 2026'). 'Our free allocation allows anyone to use a total of 10,000 Neurons per day at no charge.' The 'Image model pricing' table lists FLUX.1 schnell ('@cf/black-forest-labs/flux-1-schnell $0.0000528 per 512x512 tile $0.0001056 per step'), lucid-origin, phoenix-1.0, flux-2-dev, flux-2-klein-4b and flux-2-klein-9b. Tile, step and megapixel prices are paid units billed in neurons, not a free image allowance; the page states no separate free image count.","license":null,"asOf":"2026-10-25","freeType":"free_image","substitutable":true},{"id":"flux-1-schnell","name":"FLUX.1-schnell","kind":"open_weights","jtbdIds":["image-generation","text-in-image-generation"],"whatYouGet":"Black Forest Labs FLUX.1-schnell weights. The model card license field says apache-2.0.","cost":"oss","license":"Apache-2.0","sourceUrl":"https://huggingface.co/api/models/black-forest-labs/FLUX.1-schnell","notes":"cardData.license fetched 2026-10-03 is apache-2.0. gated is auto. LICENSE.md returned 401, so the license text was not copied. Not FLUX.1-dev. Model API re-fetched twice 2026-10-25 (HTTP 200, byte-identical): cardData.license 'apache-2.0', gated 'auto'; LICENSE.md still 401.","providerId":null,"limits":null,"asOf":"2026-10-25","freeType":"open_weights","substitutable":true}],"referenceDocs":[],"falsification":{"jtbdId":"text-in-image-generation","jtbdName":"Text-accurate image generation","currentPickId":"ideogram","currentPickScore":7.87,"challengerId":"recraft","challengerScore":8.04,"currentScoreGap":0.17,"minVerifiedOutcomes":10,"requiredOutcomeMargin":0.32,"requiredSuccessRateDelta":0.15,"maxPickPriceIncreasePct":25,"whatWouldChangePick":["Recraft (recraft) outperforms Ideogram (ideogram) by >= 0.32 outcome points (or >= 15% worked-rate delta) across >= 10 Countersign-verified production outcomes.","A verified price increase > 25% on Ideogram's representative SKU for text-in-image-generation without a corresponding capability gain.","Live caller rail exhaustion (?exhausted=ideogram) or sustained >= 30% degraded/failed rate in verified production outcomes."],"frozenHoldoutPolicy":{"holdoutSplit":"20% frozen benchmark holdout tasks + 80% live production outcome receipts","requireCountersignReceipt":true,"requiredEvidenceTiers":["outcome_verified","reference_checked"],"minDistinctContributors":2,"antiGamingRule":"Unverified self-reports and seed/editorial rows never mutate picks or scores."},"triggers":[{"kind":"verified_outcomes_outperformance","challengerId":"recraft","minVerifiedOutcomes":10,"requiredOutcomeMargin":0.32,"requiredWorkedRateDelta":0.15},{"kind":"verified_price_increase","providerId":"ideogram","maxPriceIncreasePct":25},{"kind":"live_rail_exhaustion_or_degradation","providerId":"ideogram","immediateOverrideUrl":"/api/decide?jtbd=text-in-image-generation&exhausted=ideogram"}],"submissionSpec":{"falsifyEndpoint":"/api/falsify?jtbd=text-in-image-generation","outcomesEndpoint":"POST /api/feedback","correctionsEndpoint":"POST /api/corrections","payloadTemplate":{"agentIdentity":"agent:<your-agent-id>","jtbdId":"text-in-image-generation","providerId":"recraft","outcome":"worked","detail":"Comparative production evaluation on text-in-image-generation (n>=10 tasks) with Countersign receipt.","confidence":"high","receipt":{"countersign":{"claim_id":"cs-00000000","status":"verified","evidence_tier":"outcome_verified","counts_as_verified":true}}}}},"whatWouldChangePick":["Recraft (recraft) outperforms Ideogram (ideogram) by >= 0.32 outcome points (or >= 15% worked-rate delta) across >= 10 Countersign-verified production outcomes.","A verified price increase > 25% on Ideogram's representative SKU for text-in-image-generation without a corresponding capability gain.","Live caller rail exhaustion (?exhausted=ideogram) or sustained >= 30% degraded/failed rate in verified production outcomes."],"routePlan":{"jtbdId":"text-in-image-generation","primary":{"providerId":"ideogram","name":"Ideogram","overall":7.87,"scoreBand":{"low":7.3,"mid":7.9,"high":8.5,"halfWidth":0.6,"basis":"editorial_prior","display":"7.3–8.5 (editorial prior)"},"scoreLayers":{"editorialPrior":7.87,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"primary","reason":"Editorial Depot Pick for Text-accurate image generation; healthy/eligible under caller constraints."},"fallback":[{"providerId":"recraft","name":"Recraft","overall":8.04,"scoreBand":{"low":7.4,"mid":8,"high":8.6,"halfWidth":0.6,"basis":"editorial_prior","display":"7.4–8.6 (editorial prior)"},"scoreLayers":{"editorialPrior":8.04,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for Text-accurate image generation."},{"providerId":"black-forest-labs","name":"Black Forest Labs","overall":8.19,"scoreBand":{"low":7.6,"mid":8.2,"high":8.8,"halfWidth":0.6,"basis":"editorial_prior","display":"7.6–8.8 (editorial prior)"},"scoreLayers":{"editorialPrior":8.19,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-19","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for Text-accurate image generation."},{"providerId":"fal","name":"Fal","overall":8.46,"scoreBand":{"low":7.9,"mid":8.5,"high":9.1,"halfWidth":0.6,"basis":"editorial_prior","display":"7.9–9.1 (editorial prior)"},"scoreLayers":{"editorialPrior":8.46,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-10-19","role":"fallback","reason":"Ranked fallback route for Text-accurate image generation."},{"providerId":"openai-media","name":"OpenAI Media (Images/Audio)","overall":8.15,"scoreBand":{"low":7.6,"mid":8.2,"high":8.8,"halfWidth":0.6,"basis":"editorial_prior","display":"7.6–8.8 (editorial prior)"},"scoreLayers":{"editorialPrior":8.15,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for Text-accurate image generation."}],"disqualified":[],"expectedRegret":{"scoreDeltaVsUnconstrainedPick":0,"unconstrainedPickId":"ideogram","activePrimaryId":"ideogram","summary":"0.00 score regret: unconstrained editorial pick satisfies all caller constraints."},"evidenceAgeDays":{"editorialScoreAgeDays":43,"pricingVerifiedAgeDays":0,"editorialPriorAsOf":"2026-09-14","pricingLastVerifiedAt":"2026-10-27"},"confidenceBand":{"low":7.3,"mid":7.9,"high":8.5,"halfWidth":0.6,"basis":"editorial_prior","display":"7.3–8.5 (editorial prior)"},"constraintsApplied":false,"constraintBundle":{"task":null,"jtbd":"text-in-image-generation","quotaExhausted":[],"degraded":[],"healthy":[],"budgetUsd":null,"maxLatencyMs":null,"region":null,"privacy":null,"exit":[],"existing":[]}},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","tie":false,"scoreGap":-0.17,"decidingFactor":null,"tieNote":null,"rationale":"Media-gen specialty. Confidence: high on Ideogram typography reputation.","whenNotTopPick":"Vector/brand consistency (Recraft), Flux quality (BFL/Fal), or OpenAI already bundled.","skipTopPick":false,"skipReason":null,"matchedConstraints":[],"pricingSummary":"As of 2026-09-14: Consumer Plus ~$20/mo (site). API pay-as-you-go per image (ideogram.ai/api-pricing): 4.0 Turbo ~$0.03, Default ~$0.06, Quality ~$0.10; volume via sales. Strong text-in-image reputation.","cite":"Depot Pick for text-in-image-generation: ideogram (asOf 2026-09-14). See GET /api/jtbds/text-in-image-generation + GET /api/methodology.","nextActions":[{"step":1,"title":"Inspect full JTBD + embeds","href":"/api/jtbds/text-in-image-generation?embed=providers","why":"Confirm pick, runners-up, and methodology notes."},{"step":2,"title":"Quote sourced SKUs","href":"/api/quote?jtbd=text-in-image-generation","why":"Depot Pick SKUs plus the cheapest sourced SKU whose unit matches this job. Does not change the pick. Does not blend input and output or borrow a chat rate for a non-chat job."},{"step":3,"title":"Open provider detail","href":"/api/providers/ideogram","why":"Scores, pricingNotes, strengths/weaknesses, communitySignals (claims only)."},{"step":4,"title":"Cite methodology","href":"/api/methodology","why":"Required when publishing a Depot Pick citation."},{"step":5,"title":"Grab badge SVG","href":"/api/badge?type=depot-pick&jtbd=text-in-image-generation","why":"Embed in README / agent passport."},{"step":6,"title":"Post production insight","method":"POST","href":"/api/insights","why":"Unverified until curated; never auto-mutates official scores."}],"honesty":["Do not invent scores or benches.","Insights are claims until curated/reviewed; they never silently mutate official scores.","lockInRisk higher = more lock-in (worse).","normalizedUsdPerMillionTokens is set only for a single sourced token row. Otherwise null, with a machine-readable reason. Do not coerce GPU, minute, or per-1k search units.","Runners-up are not Depot Picks.","Depot overall is editorial_weighted, not Arena Elo and not an Artificial Analysis index."],"asOf":"2026-09-14","depth":{"whenNotToUse":{"text":"Vector/brand consistency (Recraft), Flux quality (BFL/Fal), or OpenAI already bundled.","source":"editorial `whenNotTopPick` (data/jtbds.json)"},"whenNotToUseReason":null,"runnerUp":{"providerId":"recraft","name":"Recraft","overallForJob":8.04,"pickOverallForJob":7.87,"beatsPickOn":["capabilityFit","pricePerformance","latencyReliability","developerDx","privacyPosture"],"source":"first resolvable entry of the job's editorially ranked `runnersUpIds`; scores are stored job-weighted scores"},"runnerUpReason":null,"lockIn":{"pickLockInRisk":3.8,"runnerUpLockInRisk":4,"scale":"0–10 stored curated estimate; higher = more lock-in (worse)","pickExitSignals":[],"runnerUpExitSignals":[],"pickNotes":[],"selfHostFallback":[{"id":"flux-1-schnell","name":"FLUX.1-schnell","license":"Apache-2.0","sourceUrl":"https://huggingface.co/api/models/black-forest-labs/FLUX.1-schnell"}],"migration":"The pick has lower stored lock-in risk than runner-up Recraft (3.8 vs 4). Self-host fallback listed for this job: FLUX.1-schnell.","migrationReason":null,"derivedFrom":"stored lockInRisk scores, provider tags (oss, self-host, openai-compat, open-models), free rows that list this job, and verbatim provider notes. No migration guide was invented."}},"citation":{"text":"Agent Provider Depot (v0.12.149), Depot Pick for text-in-image-generation: ideogram, scores as of 2026-09-14, retrieved 2026-10-27. https://getagentdepot.com/jtbds/text-in-image-generation","markdown":"[Agent Provider Depot](https://getagentdepot.com/jtbds/text-in-image-generation) (v0.12.149) — Depot Pick for `text-in-image-generation`: **ideogram** (scores as of 2026-09-14, retrieved 2026-10-27)","fields":{"publisher":"Agent Provider Depot","version":"0.12.149","role":"depot_pick","jtbdId":"text-in-image-generation","providerId":"ideogram","scoreAsOf":"2026-09-14","retrievedOn":"2026-10-27","page":"https://getagentdepot.com/jtbds/text-in-image-generation","api":"https://getagentdepot.com/api/decide?jtbd=text-in-image-generation"},"howToCite":"Cite Depot as an editorial, dated recommendation, not a benchmark: name the job, the Depot Pick (or runner-up), the score asOf date and the day you retrieved it, and link the job page. Format: “Agent Provider Depot (v{version}), Depot Pick for {jobId}: {providerId}, scores as of {scoreAsOf}, retrieved {retrievedOn}. {baseUrl}/jtbds/{jobId}”. Quote prices only with their own sourceUrl and asOf. If the pick's score is stale (freshness.pick.score.stale), say so."},"freshness":{"pick":{"score":{"asOf":"2026-09-14","ageDays":43,"stale":true,"staleAfterDays":30,"reason":null},"lastReviewed":{"asOf":"2026-09-14","ageDays":43,"stale":true,"staleAfterDays":30,"reason":null},"sourceCheck":{"checkedAt":"2026-10-27","sourceUrls":3,"sourcesReachable":0,"pricingRows":0,"pricingRowsReconfirmed":0,"note":"A source re-check confirms the page is reachable and, for pricing rows, that the stored amount and SKU name appear on it. It does not re-derive or change the score.","reason":null}},"scoreAsOf":"2026-09-14","editorialPriorAsOf":"2026-09-14","pricingLastVerifiedAt":"2026-10-27","pickLastReviewed":"2026-09-14","runnersUpScoreAsOf":["2026-09-14","2026-09-14","2026-10-19","2026-09-14"],"contractAsOf":"2026-10-03","pricingShape":"prose_notes_only","normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price"},"pricingContract":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"As of 2026-09-14: Consumer Plus ~$20/mo (site). API pay-as-you-go per image (ideogram.ai/api-pricing): 4.0 Turbo ~$0.03, Default ~$0.06, Quality ~$0.10; volume via sales. Strong text-in-image reputation.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://ideogram.ai","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"links":{"jtbd":"/jtbds/text-in-image-generation","jtbdApi":"/api/jtbds/text-in-image-generation","leaderboard":"/api/leaderboards?jtbd=text-in-image-generation","methodology":"/api/methodology","badge":"/api/badge?type=depot-pick&jtbd=text-in-image-generation","decide":"/api/decide?jtbd=text-in-image-generation","humanPage":"/jtbds/text-in-image-generation","alternatives":"/api/alternatives?provider=ideogram","canonical":"/api/canonical","quote":"/api/quote?jtbd=text-in-image-generation","falsify":"/api/falsify?jtbd=text-in-image-generation"},"constraintBundle":{"task":null,"jtbd":"text-in-image-generation","quotaExhausted":[],"degraded":[],"healthy":[],"budgetUsd":null,"maxLatencyMs":null,"region":null,"privacy":null,"exit":[],"existing":[]},"stackContext":{"host":null,"framework":null,"repo":null,"lang":null,"existing":[],"volume":null,"sender":null,"detectedFromTask":[]},"keep":null,"contextAdvice":null,"communityFeedback":{"pickOnThisJob":{"failed":0,"degraded":0,"worked":0,"insights":0,"withVerifiedReceipt":0,"failureModes":{},"latestAt":null,"note":"Agent-reported claims (unverified unless a receipt is verified by Depot's re-check). They never change scores or picks."},"outcomes":{"job":{"n":0,"worked":0,"degraded":0,"failed":0,"failureModes":{},"verifiedReports":0,"contributors":0,"excluded":{"seed_editorial":0,"test":0,"notFeedback":0},"reason":"no_submitted_outcome_reports_yet"},"pick":{"providerId":"ideogram","n":0,"worked":0,"degraded":0,"failed":0,"failureModes":{},"evidenceTiers":{"agent_claim":0,"self_declared":0,"reference_checked":0,"outcome_verified":0},"reason":"no_submitted_outcome_reports_yet"},"scoresMutated":false,"more":"/api/outcomes?jtbd=text-in-image-generation"},"report":"POST /api/feedback {agentIdentity, outcome: failed|degraded|worked, detail, providerId, jtbdId, failureModeId?, receipt?}"}}