{"id":"94d81906-93aa-4e90-b59e-98ce4709c0ab","shortId":"NEJN44","kind":"mpp","title":"Edit images with Flux 2 Pro using 1–8 reference images, paid per call via USDC micropayments.","tagline":"Edit images with Flux 2 Pro using 1–8 reference images, paid per call via USDC micropayments.","description":"This endpoint provides image editing via the Flux 2 Pro model on StableStudio, a pay-per-generation AI media platform. You POST a prompt along with 1–8 reference image URLs (previously uploaded via StableStudio's file upload flow) and receive an asynchronous job. The edit operation costs $0.03–$0.06 per call depending on resolution, paid in USDC on Base (or via Tempo L2). No API keys or subscriptions are required — payment is handled inline via the MPP/x402 402-challenge protocol.\n\nThe request accepts a text prompt (up to 10,000 characters), an aspect ratio (9 options from 1:1 to 3:4), resolution (0.5 MP, 1 MP, or 2 MP), output format (webp, jpg, png), output quality (0–100), safety tolerance (1–5), prompt upsampling toggle, and an array of 1–8 image URLs. The response returns a job ID with status \"pending\". You then poll `GET /api/jobs/{jobId}` with a SIGN-IN-WITH-X wallet signature header until the job completes, at which point the result contains an `imageUrl`. Typical turnaround is ~5 seconds.\n\nStableStudio is part of a broader platform offering multiple image and video generation models (Nano Banana Pro, GPT Image 1.5, Grok, Seedance, Wan, Sora, Veo) all accessible through the same payment and job-polling flow. Images for editing must first be uploaded via the three-step `/api/upload` flow ($0.01), which returns a blob URL to pass in the `images` array.","tags":["image","video","generation","nano-banana","gpt-image","grok","flux","sora","veo","seedance","wan"],"capabilities":["image-editing","flux-2-pro","reference-image-input","multi-image-edit","aspect-ratio-control","resolution-control","output-format-selection","safety-tolerance","prompt-upsampling","async-job-polling","usdc-micropayment","mpp-protocol","x402-protocol","no-api-key"],"categories":["vision","image-generation"],"synonyms":["flux 2 pro edit","image editing API","AI image edit","flux pro image manipulation","reference-based image editing","stablestudio edit","flux image inpainting","micropayment image API","pay-per-use image editing"],"warnings":["Probe returned 405 because HEAD/GET are not supported; endpoint requires POST method","File upload flow ($0.01 per upload) is a prerequisite for providing reference images","Requires a crypto wallet with USDC on Base (eip155:8453) or Tempo L2 for payment"],"endpointUrl":"https://stablestudio.dev/api/generate/flux-2-pro/edit","protocol":"mpp","transport":"http","auth":{"type":"mpp","details":{"realm":"stablestudio.dev","intent":"charge","method":"tempo","service_methods":{"tempo":{"assets":["0x20c000000000000000000000b9537d11c60e8b50"],"intents":["charge"]}}}},"qualityScore":"0.880","qualityRationale":"Full OpenAPI schema with detailed input/output definitions, clear pricing ($0.03–$0.06), comprehensive guidance docs, and well-documented payment flow. The probe returned 405 (not 402) because the endpoint only accepts POST, not HEAD/GET — this is expected behavior, not a liveness issue. Minor deduction for no direct 402 capture on this specific endpoint and no dedicated docs page (404).","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"anthropic/claude-opus-4.6","enrichmentVersion":2,"enrichedAt":"2026-04-19T17:00:46.165Z","embedding":[-0.0045814514,0.0018615723,0.0019054413,-0.01991272,-0.020767212,-0.007698059,-0.016555786,0.07495117,-0.008155823,-0.01979065,0.037231445,-0.028701782,0.002319336,-0.024597168,-0.037506104,0.05206299,-0.04168701,-0.011543274,-0.025283813,0.050872803,0.007118225,-0.046295166,-0.004940033,0.04071045,-0.0053138733,-0.021316528,0.014045715,-0.020019531,0.009819031,-0.034942627,0.02407837,-0.038085938,0.0068740845,-0.00944519,-0.05319214,0.03756714,-0.020309448,0.088378906,-0.04119873,-0.019363403,-0.0020065308,-0.0546875,0.008056641,-0.007003784,-0.014724731,0.03475952,-0.024291992,0.008460999,-0.0018634796,0.03842163,-0.01399231,0.026367188,-0.027938843,-0.015075684,0.0151901245,0.003019333,-0.014854431,-0.00087451935,-0.024475098,0.018722534,0.070251465,-0.042816162,0.030380249,-0.010231018,-0.054595947,0.05117798,-0.017044067,0.054473877,-0.0026054382,0.014533997,0.046539307,0.0012207031,0.0044937134,-0.037994385,-0.010269165,-0.023834229,0.030319214,0.018218994,0.014511108,-0.046875,0.02734375,0.014022827,-0.026000977,-0.012451172,-0.029937744,0.03768921,-0.0069847107,-0.029632568,-0.04067993,-0.0013217926,-0.1274414,0.029174805,0.011993408,0.06384277,0.04171753,0.004753113,-0.011184692,0.0037174225,0.004043579,0.047027588,0.02041626,-0.01272583,-0.010902405,-0.04232788,0.04574585,-0.0037994385,0.040405273,0.08178711,0.012046814,0.011764526,-0.07684326,-0.018173218,-0.025314331,0.010818481,0.04220581,-0.00945282,-0.03366089,0.0004441738,-0.009712219,-0.0262146,-0.049041748,-0.004169464,0.0039634705,0.008560181,0.014778137,-0.032958984,-0.0082092285,-0.01737976,-0.005973816,-0.03866577,0.03173828,-0.039245605,0.038604736,-0.028244019,-0.03274536,0.029556274,0.041748047,0.007221222,-0.027297974,-0.004798889,0.016906738,-0.031219482,0.031204224,0.03894043,-0.0657959,-0.021835327,-0.053710938,0.042663574,-0.035705566,0.036499023,-0.0012865067,-0.019348145,0.0013942719,0.004989624,-0.017562866,-0.009895325,0.0069770813,0.03152466,-0.05505371,0.022018433,-0.025817871,0.011199951,0.009895325,-0.007144928,-0.007858276,-0.0017061234,-0.0021400452,-0.014930725,-0.04864502,-0.020095825,-0.018981934,-0.0026454926,0.005493164,-0.038269043,0.023788452,-0.043670654,0.0040245056,-0.011436462,-0.023208618,0.0104904175,-0.0287323,0.0069732666,-0.004962921,0.03375244,-0.01701355,-0.04827881,-0.0357666,0.025375366,-0.009353638,0.0008158684,0.02609253,-0.007820129,0.009361267,0.02168274,0.022232056,-0.012451172,0.06347656,0.00642395,-0.0008511543,-0.014511108,0.020431519,0.038330078,0.020950317,0.02909851,0.026351929,0.0018501282,-0.027374268,-0.025527954,-0.03970337,0.009086609,0.052886963,0.052581787,-0.017745972,-0.00039291382,-0.049560547,-0.011917114,-0.008148193,0.0060043335,-0.015945435,0.0029296875,-0.019821167,-0.018920898,0.030044556,0.028945923,-0.03579712,0.03829956,0.030883789,-0.0019130707,0.00422287,-0.034362793,0.00006753206,0.025527954,-0.07757568,-0.037139893,0.01675415,0.0029697418,-0.04269409,-0.031341553,0.019485474,-0.0070495605,-0.0070495605,-0.04031372,0.014762878,-0.0284729,-0.028533936,0.026184082,-0.018798828,-0.042510986,0.034088135,0.017868042,0.054901123,-0.017318726,0.01020813,-0.040374756,0.010017395,-0.042755127,0.014045715,0.05731201,-0.006778717,0.0016326904,0.051696777,-0.019515991,-0.012550354,0.0009727478,0.0070724487,0.050994873,-0.003145218,0.034698486,-0.018676758,0.0126953125,0.0012626648,0.033966064,0.032440186,0.010375977,-0.025039673,-0.01600647,0.009651184,0.0039482117,-0.02027893,0.031402588,-0.022994995,-0.021499634,-0.03894043,0.02229309,-0.0055389404,0.011253357,0.01928711,-0.01272583,0.034179688,-0.0035209656,-0.0055885315,0.004760742,0.054016113,-0.01991272,0.03857422,0.00013768673,0.021575928,-0.007835388,0.038085938,0.04324341,0.002149582,-0.012214661,-0.006591797,-0.04434204,0.0010576248,0.037963867,-0.013946533,-0.011795044,0.044830322,-0.039245605,-0.006336212,0.050567627,-0.01638794,-0.04598999,-0.013458252,0.013183594,0.037231445,0.018661499,-0.030075073,-0.009269714,0.0067214966,-0.026046753,0.02558899,-0.018081665,-0.019943237,-0.044433594,-0.023971558,-0.031341553,-0.019958496,-0.014404297,0.02508545,-0.0075035095,0.02571106,-0.0012025833,0.042510986,-0.012268066,-0.001534462,-0.002292633,0.04727173,-0.0044441223,-0.009788513,-0.085754395,-0.01966858,-0.0052719116,0.019973755,-0.018478394,0.051940918,0.0068511963,0.021499634,0.001616478,-0.030563354,0.042022705,-0.01499939,-0.006210327,0.04598999,0.0068893433,-0.017959595,-0.036376953,-0.06585693,-0.017715454,-0.043762207,0.026184082,-0.008415222,0.00289917,0.024002075,-0.030914307,0.019927979,-0.04031372,0.0151901245,-0.02418518,0.011192322,0.045562744,0.015686035,-0.009513855,-0.0546875,-0.01902771,0.003162384,-0.015823364,0.0103302,0.02607727,0.045928955,0.03414917,0.00504303,0.016586304,-0.032928467,0.000500679,0.014099121,-0.0041160583,-0.032043457,-0.004383087,0.032440186,-0.023361206,-0.02357483,-0.05319214,0.022705078,0.061279297,0.04446411,0.05911255,0.02319336,0.06890869,0.018218994,-0.0048294067,-0.043182373,0.023208618,-0.0056152344,-0.041381836,0.016235352,0.01612854,0.045532227,-0.028945923,-0.010353088,-0.031433105,0.026809692,0.037017822,0.018203735,-0.024169922,0.035125732,0.0030612946,-0.006832123,0.06161499,0.031982422,-0.02319336,0.03930664,-0.019165039,-0.041137695,-0.02017212,-0.006931305,-0.025146484,-0.0045700073,-0.062683105,-0.037384033,0.008720398,0.05859375,0.0062828064,0.028839111,0.013427734,0.062683105,-0.02809143,0.002653122,0.003314972,-0.020553589,0.021362305,0.007457733,-0.0056991577,-0.020843506,-0.0057640076,0.035217285,0.059173584,-0.0076522827,-0.03164673,-0.051239014,0.029815674,0.013877869,0.032592773,-0.0010242462,-0.04724121,0.054840088,0.020904541,0.053771973,-0.0017604828,0.004333496,0.024291992,0.0289917,0.0011024475,0.029266357,0.016540527,-0.03152466,0.052642822,-0.048675537,-0.008979797,0.021972656,-0.008514404,0.008148193,0.044036865,-0.013290405,-0.04586792,-0.026992798,-0.057769775,0.027374268,0.038848877,0.04019165,0.0132751465,-0.028884888,-0.0051651,-0.003929138,0.10192871,0.020767212,-0.020523071,-0.015640259,-0.02507019,0.009086609,0.008964539,0.0035362244,-0.01436615,0.012748718,-0.04321289,-0.04034424,0.024383545,-0.023803711,0.014968872,-0.0017251968,-0.01977539,-0.03262329,0.018936157,0.039093018,0.0087890625,0.028808594,-0.0077552795,0.00024914742,0.0030441284,0.030685425,0.07043457,0.02255249,0.03857422,-0.025405884,0.020477295,-0.00029420853,0.029830933,-0.005882263,0.0050086975,0.005748749,0.007118225,0.016479492,-0.0118255615,0.002445221,-0.029937744,-0.07623291,-0.072631836,0.031677246,-0.01285553,0.0058898926,-0.01777649,0.015670776,-0.020599365,-0.044311523,-0.0017061234,-0.00491333,0.0033988953,-0.058441162,-0.017623901,-0.01889038,-0.021118164,0.000084638596,0.02154541,0.0012903214,0.011047363,0.01651001,0.011352539,-0.008911133,0.01852417,0.04196167,-0.01625061,0.017837524,0.01864624,0.02835083,0.055877686,-0.0023117065,-0.0034980774,0.03112793,0.0154418945,-0.0032844543,-0.0012369156,0.004009247,-0.00819397,-0.022888184,0.01713562,0.007144928,-0.029525757,-0.028167725,0.004299164,-0.015853882,-0.0016450882,0.0017185211,-0.009414673,0.024780273,0.027496338,-0.06781006,0.0009098053,0.03186035,-0.0005788803,-0.05050659,-0.06384277,0.012840271,0.016464233,-0.0256958,0.020004272,-0.019958496,-0.015945435,-0.017669678,0.022033691,-0.0037498474,0.016723633,0.010940552,-0.021530151,-0.0051879883,-0.0008921623,0.030090332,0.024383545,0.030395508,0.025360107,-0.01828003,-0.028839111,-0.028961182,-0.0066108704,0.015457153,-0.011131287,0.0043029785,-0.0065574646,0.02748108,-0.020111084,-0.011192322,-0.0029621124,-0.035980225,-0.009338379,0.026763916,0.022628784,0.02999878,-0.0039405823,0.04333496,-0.008102417,-0.0014038086,-0.030761719,-0.008056641,0.0046653748,0.014892578,0.011985779,-0.031829834,-0.061920166,0.008148193,0.043151855,-0.007949829,-0.005054474,0.03173828,0.01071167,-0.021118164,0.00081443787,0.040130615,0.0055007935,-0.00087213516,-0.024002075,0.048980713,0.0017137527,0.0062789917,-0.033569336,-0.015197754,-0.017349243,-0.034942627,-0.025268555,-0.011962891,-0.010604858,-0.042510986,-0.024230957,0.034576416,-0.013595581,0.022613525,0.0052490234,-0.019073486,-0.00021529198,-0.021255493,-0.0077934265,-0.009979248,0.015266418,-0.015548706,0.0015125275,0.020324707,0.005554199,-0.016647339,0.03439331,-0.008346558,0.010787964,-0.006385803,0.025497437,-0.005630493,0.008720398,-0.0413208,-0.017791748,0.0064315796,-0.058807373,0.032470703,0.0049438477,-0.012298584,0.035247803,-0.03878784,0.008987427,0.018325806,-0.055725098,-0.009986877,0.00026535988,0.016937256,-0.001241684,-0.00008034706,0.016693115,0.013198853,-0.02355957,-0.000998497,0.0074386597,-0.034484863,0.03274536,-0.022781372,-0.037597656,-0.0035266876,-0.0024738312,0.0035877228,-0.031311035,-0.0054397583,-0.033447266,-0.021881104,0.0082092285,0.06774902,0.0055732727,0.010559082,-0.0121536255,-0.017501831,0.015625,-0.0072364807,-0.013633728,0.004360199,0.015571594,-0.014755249,0.011878967,-0.020690918,-0.008171082,-0.013145447,-0.00085401535,-0.024673462,-0.034423828,-0.0036792755,0.0032215118,-0.0045318604,-0.017684937,-0.011619568,-0.0079574585,-0.030456543,-0.01663208,0.004547119,0.03390503,-0.009941101,0.021499634,-0.008964539,0.026062012,-0.020523071,-0.00016891956,-0.007221222,0.022613525,-0.013084412,-0.01638794,0.0075416565,0.0069465637,-0.029632568,-0.021957397,0.01663208,0.009819031,0.017471313,0.007709503,-0.01763916,-0.01977539,-0.0047073364,0.004928589,-0.009605408,0.02420044,0.008766174,0.06225586,0.005443573,-0.010101318,-0.03186035,0.016845703,0.017288208,0.019546509,0.036346436,-0.01626587,-0.018066406,0.0016307831,-0.008377075,0.0284729,0.045715332,-0.013534546,0.018447876,-0.039398193,0.0020809174,0.008049011,0.010787964,0.005138397,0.021499634,-0.052093506,0.0051116943,-0.022766113,-0.020370483,-0.029815674,-0.03286743,-0.018127441,-0.027572632,-0.01586914,-0.0068893433,-0.036865234,-0.039001465,-0.0009860992,-0.012123108,-0.07598877,0.026992798,0.019897461,-0.024490356,-0.000103116035,-0.017913818,0.026443481,0.0132369995,0.0129776,0.0033836365,0.05166626,-0.016967773,-0.0058135986,-0.020568848,0.019729614,0.006275177,0.019195557,0.023162842,0.029327393,-0.01878357,-0.025787354,-0.010955811,-0.012084961,0.039520264,-0.024047852,0.015563965,0.0029964447,0.0070343018,0.019561768,0.0013198853,-0.0138549805,-0.011116028,0.044067383,0.013557434,0.02809143,0.030090332,-0.0070152283,-0.0029697418,-0.00762558,0.02255249,-0.004322052,-0.015640259,0.01701355,-0.041778564,-0.011329651,-0.009025574,0.0119018555,0.017166138,-0.02684021,-0.02507019,0.013328552,-0.024124146,-0.017227173,-0.013458252,-0.012161255,-0.0060043335,-0.0046195984,0.0234375,-0.02293396,0.01902771,-0.050323486,0.027572632,0.0096588135,0.0043907166,0.013252258,0.0030288696,-0.010414124,0.040252686,-0.0006585121,-0.045288086,0.020202637,0.027496338,0.020935059,0.018051147,-0.015701294,-0.025939941,0.0206604,0.027114868,0.016403198,-0.016555786,-0.009490967,-0.020568848,0.0234375,-0.020507812,-0.0042381287,-0.009552002,-0.007499695,0.008071899,0.021697998,0.0029659271,0.029144287,-0.03164673,0.026855469,-0.029678345,-0.009086609,-0.014045715,-0.017471313,0.04168701,0.031921387,-0.0079956055,0.054534912,-0.031707764,0.023284912,0.00090169907,-0.0010023117,0.0037136078,0.015823364,-0.016342163,-0.022583008,-0.028808594,0.0075569153,-0.014343262,-0.015022278,0.05706787,0.00856781,0.028778076,0.014671326,-0.047973633,0.008483887,0.002828598,0.039916992,-0.0026435852,-0.0579834,0.0154800415,-0.047851562,-0.0049476624,-0.00042414665,0.0036334991,-0.0129852295,-0.000024914742,0.017715454,-0.008506775,0.021118164,-0.0054969788,0.020645142,-0.004131317,0.021484375,-0.0037994385,-0.015899658,0.0049552917,-0.022949219,-0.011962891,0.062286377,-0.016693115,-0.036621094,0.044281006,-0.0035972595,0.03829956,-0.034210205,0.0055351257,0.0076408386,-0.018493652,-0.034820557,0.00011050701,-0.011077881,-0.0084991455,-0.02078247,-0.0049476624,-0.041625977,0.015289307,0.051879883,0.046539307,0.007106781,-0.0027198792,0.0030593872,-0.017059326,-0.0055656433,0.013298035,0.0067329407,0.003446579,0.011642456,-0.0026054382,0.029754639,-0.03768921,0.023223877,0.021865845,0.031066895,-0.010795593,0.039245605,0.00024294853,-0.025405884,0.03878784,0.029678345,0.025863647,0.018234253,-0.033599854,0.022949219,-0.015289307,0.014701843,0.023117065,0.0158844,0.04663086,0.048797607,0.024765015,0.0050621033,0.04458618,-0.05911255,-0.013427734,-0.016036987,0.022537231,0.0033226013,0.045532227,0.00289917,-0.008117676,-0.010223389,0.0287323,-0.025299072,0.0018997192,0.02268982,0.024414062,-0.016143799,0.015609741,-0.010429382,0.004589081,-0.011749268,-0.008277893,0.016052246,-0.013702393,-0.030914307,-0.03387451,0.025650024,-0.03439331,-0.037963867,0.027450562,-0.001750946,-0.018585205,0.008934021,-0.0069389343,-0.009414673,0.038604736,0.0064315796,0.0011739731,0.0027885437,0.0022220612,0.0023078918,0.022216797,-0.018997192,-0.008720398,0.033447266,0.031204224,0.051483154,0.0519104,-0.031463623,-0.017471313,0.015670776,0.0061950684,-0.00844574,0.038757324,0.005168915,0.036895752,0.000028729439,0.013648987,0.03086853,-0.0395813,0.0060691833,0.008583069,-0.014030457,0.023468018,0.010719299,0.005504608,-0.019546509,0.016799927,0.024276733,-0.00004518032,-0.0082092285,0.015853882,-0.020553589,-0.0022583008,0.01574707,0.0287323,0.0038452148,-0.020736694,-0.021820068,-0.019302368,0.019943237,0.03503418,0.013290405,0.024414062,0.027328491,-0.019760132,-0.037597656,0.008041382,-0.016983032,-0.03164673,0.0010128021,0.012649536,0.013702393,0.006248474,0.030807495,0.035339355,-0.0036754608,0.013008118,0.0007033348,0.0050086975,0.017120361,0.0074386597,-0.02508545,0.020202637,0.009613037,-0.01878357,0.044281006,0.034454346,0.0317688,-0.018096924,0.0032596588,0.00258255,0.0028591156,-0.015975952,0.02532959,0.013145447,-0.015991211,0.012611389,-0.0065994263,0.014930725,0.012161255,0.04623413,-0.021057129,-0.020141602,0.010871887,0.015396118,-0.0058174133,-0.013519287,0.013252258,0.035705566,0.0018987656,0.010826111,-0.012863159,0.015945435,0.02482605,0.01638794,0.02960205,-0.0023326874,-0.017196655,0.0028419495,-0.0115356445,0.030883789,0.006767273,0.012214661,0.01828003,0.0076522827,-0.008377075,0.010345459,-0.03765869,0.014511108,0.019042969,-0.014831543,-0.0041389465,0.020446777,-0.01826477,0.00012981892,0.064697266,-0.003332138,0.04324341,-0.043792725,0.05609131,0.039978027,0.030456543,0.042144775,0.031402588,-0.01876831,-0.034210205,0.025604248,0.013687134,0.018936157,0.045196533,-0.015686035,0.0041046143,0.020584106,0.013946533,0.029403687,0.019210815,0.0101623535,-0.01576233,0.013542175,-0.014144897,0.014228821,-0.012893677,0.015045166,0.04751587,-0.041870117,-0.014724731,-0.012496948,0.018035889,-0.016448975,-0.011619568,-0.026473999,-0.016937256,0.0098724365,0.015174866,-0.024658203,-0.020812988,-0.014137268,0.031921387,-0.024917603,-0.008834839,0.009063721,-0.012046814,-0.030197144,0.012313843,0.0090789795,0.01878357,0.024139404,0.053863525,-0.022109985,0.03262329,-0.0012245178,0.023269653,0.023086548,-0.010261536,-0.009498596,-0.03186035,0.01449585,-0.0047035217,0.027893066,0.0058631897,0.032348633,0.0044288635,0.020309448,-0.01146698,0.04284668,0.03881836,-0.02696228,0.0045661926,-0.01574707,-0.011543274,0.0018072128,0.020492554,-0.0035476685,0.02394104,-0.015098572,-0.007598877,0.028533936,0.02708435,0.008682251,-0.032318115,-0.014198303,0.0146102905,-0.010795593,-0.03050232,0.01991272,-0.0154953,-0.0035953522,0.017974854,0.022064209,0.01374054,-0.001958847,-0.027679443,-0.013366699,-0.008743286,0.0028438568,0.016662598,0.0034503937,0.0051498413,0.0016479492,-0.0036373138,0.0011825562,-0.008644104,0.029190063,-0.02078247,0.015945435,-0.021392822,0.0031967163,0.004989624,0.014175415,-0.03161621,0.016159058,0.0005979538,0.036987305,0.008842468,-0.058654785,-0.0062332153,0.041046143,-0.010749817,-0.0011520386,-0.005695343,0.025787354,0.02482605,-0.03164673,-0.031402588,0.03353882,-0.000009834766,0.009017944,0.02407837,0.018859863,-0.009468079,-0.003408432,0.0010204315,-0.03375244,0.006729126,0.008239746,0.0044555664,0.001991272,0.001203537,-0.025375366,0.0031871796,-0.03640747,0.0033512115,-0.023117065,-0.009773254,0.03366089,-0.004825592,-0.041931152,-0.0079956055,0.025878906,0.0045280457,0.0036907196,-0.046142578,-0.018447876,-0.026016235,-0.014007568,0.0041923523,-0.019012451,-0.018234253,-0.014350891,0.0039596558,0.0026435852,-0.019058228,0.007434845,-0.01789856,-0.004623413,-0.014060974,0.011909485,-0.020935059,-0.01146698,0.007335663,0.0021896362,0.008598328,0.019638062,-0.049926758,-0.038391113,-0.021972656,-0.010787964,-0.0025978088,0.018371582,0.00029087067,-0.0035114288,-0.014801025,-0.0023422241,-0.026504517,-0.012001038,-0.0154800415,-0.03829956,-0.008995056,0.03842163,0.010131836,0.0107421875,-0.012748718,-0.0074005127,0.0073623657,0.015731812,0.0035686493,0.008026123,0.008087158,0.02116394,-0.02947998,-0.013023376,0.00907135,-0.010345459,-0.0061035156,0.02670288,-0.0062026978,0.0005636215,-0.0079956055,0.0007247925,0.00856781,-0.051605225,0.0071640015,0.003917694,0.015792847,0.013496399,-0.0012569427,-0.035217285,0.00023293495,-0.017120361,0.0029392242,0.0072784424,0.07720947,0.021408081,-0.0006890297,-0.010009766,0.004310608,-0.04937744,0.0043029785,-0.0051498413,0.023849487,0.0046844482,0.011817932,-0.03665161,0.00052165985,0.0027046204,0.00957489,0.0065994263,-0.017333984,-0.0054893494,-0.026992798,0.010070801,0.05166626,0.03338623,-0.019470215,0.008224487,0.01878357,0.0069084167,0.008865356,0.0018119812,0.0021820068,-0.040283203,0.008987427,-0.03189087,0.01058197,0.008644104,-0.00027513504,-0.020935059,0.0033569336,-0.008255005,0.010292053,0.008201599,0.019638062,0.017852783,0.015174866,0.019226074,-0.008804321,0.027328491,-0.044006348,-0.00078487396,0.008995056,0.017807007,0.020263672,-0.012397766,0.03262329,-0.025756836,0.008842468,0.020767212,-0.019470215,-0.010223389,0.007762909,0.036956787,0.012367249,-0.008743286,0.009094238,-0.03768921,-0.005168915,0.00843811,-0.016830444,-0.028945923,0.015914917,-0.040740967,0.002840042,-0.047790527,-0.020477295,-0.04232788,-0.038116455,-0.01159668,0.002506256,-0.0023002625,0.0103302,0.00036740303,-0.026397705,-0.031799316,0.005542755,-0.015434265,-0.024978638,-0.0067100525,-0.018432617,-0.02861023,0.02067566,0.0030574799,-0.014480591,0.010353088,0.004535675,0.007736206,-0.012893677,0.028808594,0.03842163,0.0118255615,0.04019165,-0.011291504,0.008613586,-0.015419006,0.033569336,-0.02218628,0.0104904175,0.00051641464,-0.0137786865,0.002954483,0.008483887,-0.032470703,0.009597778,0.058044434,0.026351929,-0.024429321,0.023834229,-0.046783447,-0.026473999,-0.005584717,-0.001739502,0.024719238,-0.030792236,0.006965637,-0.017745972,-0.041046143,0.04296875,0.008544922,0.010498047,-0.021057129,-0.0006313324,0.012084961,0.010604858,0.01826477,0.026107788,-0.0093307495,-0.031982422,0.021743774,0.0026416779,0.0076065063,-0.0014390945,0.048187256,0.00573349,-0.011962891,0.01386261,0.01802063,-0.025543213,-0.015022278,0.016342163,-0.012001038,-0.00088357925,-0.013504028,-0.02243042,0.019927979,-0.004398346,-0.03845215,0.04043579,-0.010032654,-0.019546509,-0.010055542,0.020904541,0.010429382,-0.028808594,0.008972168,-0.02456665],"createdAt":"2026-04-18T20:00:07.134Z","updatedAt":"2026-04-22T04:15:10.231Z","lastSeenAt":"2026-04-22T04:15:10.231Z","tsv":"'/api/jobs':184 '/api/upload':261 '0':154 '0.01':263 '0.03':84 '0.06':85 '0.5':140 '000':126 '1':8,25,62,134,135,142,158,167 '1.5':232 '10':125 '100':155 '2':5,22,43,145 '3':137 '4':138 '402':114 '5':159,211 '8':9,26,63,168 '9':131 'AI image edit' 'accept':119 'access':239 'ai':53 'along':60 'api':101 'array':165,274 'aspect':129 'aspect-ratio-control' 'async-job-polling' 'asynchron':78 'banana':228 'base':95 'blob':267 'broader':218 'call':14,31,87 'challeng':115 'charact':127 'complet':199 'contain':205 'cost':83 'depend':88 'edit':1,18,39,81,251 'endpoint':36 'file':72 'first':253 'flow':74,248,262 'flux':4,21,42 'flux 2 pro edit' 'flux image inpainting' 'flux pro image manipulation' 'flux-2-pro' 'format':148 'generat':52,225 'get':183 'gpt':230 'grok':233 'handl':109 'header':195 'id':176 'imag':2,11,19,28,38,65,169,222,231,249,273 'image editing API' 'image-editing' 'imageurl':207 'inlin':110 'job':79,175,198,246 'job-pol':245 'jobid':185 'jpg':150 'key':102 'l2':99 'media':54 'micropay':17,34 'micropayment image API' 'model':45,226 'mp':141,143,146 'mpp-protocol' 'mpp/x402':113 'multi-image-edit' 'multipl':221 'must':252 'nano':227 'no-api-key' 'offer':220 'oper':82 'option':132 'output':147,152 'output-format-selection' 'paid':12,29,91 'part':215 'pass':270 'pay':50 'pay-per-gener':49 'pay-per-use image editing' 'payment':107,243 'pend':179 'per':13,30,51,86 'platform':55,219 'png':151 'point':202 'poll':182,247 'post':57 'previous':67 'pro':6,23,44,229 'prompt':59,122,160 'prompt-upsampling' 'protocol':116 'provid':37 'qualiti':153 'ratio':130 'receiv':76 'refer':10,27,64 'reference-based image editing' 'reference-image-input' 'request':118 'requir':106 'resolut':90,139 'resolution-control' 'respons':172 'result':204 'return':173,265 'safeti':156 'safety-tolerance' 'second':212 'seedanc':234 'sign':189 'sign-in-with-x':188 'signatur':194 'sora':236 'stablestudio':47,70,213 'stablestudio edit' 'status':178 'step':260 'subscript':104 'tempo':98 'text':121 'three':259 'three-step':258 'toggl':162 'toler':157 'turnaround':209 'typic':208 'upload':68,73,255 'upsampl':161 'url':66,170,268 'usdc':16,33,93 'usdc-micropayment' 'use':7,24 'veo':237 'via':15,32,40,69,97,111,256 'video':224 'wallet':193 'wan':235 'webp':149 'x':192 'x402-protocol'","prices":[{"id":"a91db93b-419f-40f3-b05d-ccf48c22d233","listingId":"94d81906-93aa-4e90-b59e-98ce4709c0ab","amountUsd":null,"unit":"per_call","nativeCurrency":"pathUSD","nativeAmount":null,"chain":"tempo","payTo":null,"paymentMethod":"mpp-tempo","isPrimary":true,"details":{"realm":"stablestudio.dev","intent":"charge","method":"tempo","dynamic":true,"decimals":6,"unit_type":null,"amount_hint":null,"raw_payment":{"intent":"charge","method":"tempo","dynamic":true,"currency":"0x20c000000000000000000000b9537d11c60e8b50","decimals":6,"description":"Flux 2 Pro image editing"},"asset_contract":"0x20c000000000000000000000b9537d11c60e8b50"},"createdAt":"2026-04-18T20:00:07.134Z"}],"sources":[{"listingId":"94d81906-93aa-4e90-b59e-98ce4709c0ab","source":"mpp_dev","sourceId":"stablestudio:POST:/api/generate/flux-2-pro/edit","sourceUrl":"https://mpp.dev/api/services","isPrimary":true,"firstSeenAt":"2026-04-18T20:00:07.134Z","lastSeenAt":"2026-04-22T04:15:10.231Z"}],"details":{"listingId":"94d81906-93aa-4e90-b59e-98ce4709c0ab","quickStartSnippet":"# 1. POST without payment to get 402 challenge\ncurl -X POST https://stablestudio.dev/api/generate/flux-2-pro/edit \\\n  -H 'Content-Type: application/json' \\\n  -d '{\"prompt\": \"Make the background a sunset\", \"images\": [\"https://blob-url...\"], \"aspect_ratio\": \"16:9\", \"resolution\": \"1 MP\"}'\n# Returns 402 with PAYMENT-REQUIRED header containing USDC amount\n# 2. Sign USDC payment, re-POST with PAYMENT-SIGNATURE header\n# 3. Poll GET /api/jobs/{jobId} with SIGN-IN-WITH-X header","exampleRequest":{"images":["https://example.blob.vercel-storage.com/uploads/abc/photo.png"],"prompt":"Make the background a sunset over the ocean","resolution":"1 MP","aspect_ratio":"16:9","output_format":"webp","output_quality":80,"safety_tolerance":2,"prompt_upsampling":false},"exampleResponse":{"type":"flux-2-pro-edit","jobId":"a1b2c3d4-e5f6-7890-abcd-ef1234567890","status":"pending","success":true},"schema":{"path":"/api/generate/flux-2-pro/edit","method":"POST","payment":{"intent":"charge","method":"tempo","dynamic":true,"currency":"0x20c000000000000000000000b9537d11c60e8b50","decimals":6,"description":"Flux 2 Pro image editing"},"description":"Flux 2 Pro image editing"},"openapiUrl":null,"agentsTxtUrl":null,"citations":[{"claim":"Flux 2 Pro edit costs $0.03–$0.06 per call with ~5s turnaround","source_url":"https://stablestudio.dev"},{"claim":"Edit endpoint accepts 1–8 reference images with prompt, aspect_ratio, resolution, output_format, output_quality, safety_tolerance, and prompt_upsampling parameters","source_url":"https://stablestudio.dev"},{"claim":"Payment is USDC on Base (eip155:8453) with 6 decimals; amount in micro-units","source_url":"https://stablestudio.dev"},{"claim":"File upload flow costs $0.01 and uses a three-step process via Vercel Blob","source_url":"https://stablestudio.dev"},{"claim":"Job polling uses SIGN-IN-WITH-X wallet signature authentication at GET /api/jobs/{jobId}","source_url":"https://stablestudio.dev"},{"claim":"Platform supports both x402 and MPP (Tempo) payment protocols","source_url":"https://stablestudio.dev"}],"useCases":["Editing product photos by providing reference images and a text prompt describing desired changes","Restyling or compositing multiple reference images into a new output guided by a prompt","Automated batch image editing in agent workflows without API key management","Quick iterative image refinement using up to 8 reference images at low per-call cost","Generating variations of existing images with controllable aspect ratio and resolution"],"bestFor":["Agents needing low-cost, keyless image editing via micropayments","Workflows requiring multi-reference-image editing with Flux 2 Pro quality","Developers who want pay-per-call pricing without subscriptions"],"notFor":["Real-time or synchronous image editing (this is async with ~5s latency)","Users without a crypto wallet (USDC on Base or Tempo required for payment)","High-volume batch jobs where subscription pricing would be cheaper"],"kindDetails":{"docs":{"llmsTxt":"https://stablestudio.dev/llms.txt","homepage":"https://stablestudio.dev"},"tags":["image","video","generation","nano-banana","gpt-image","grok","flux","sora","veo","seedance","wan"],"realm":"stablestudio.dev","status":"active","methods":{"tempo":{"assets":["0x20c000000000000000000000b9537d11c60e8b50"],"intents":["charge"]}},"provider":{"url":"https://stablestudio.dev","name":"Merit Systems"},"categories":["ai","media"],"service_id":"stablestudio","integration":"first-party","service_name":"StableStudio","service_description":"Pay-per-generation AI image and video creation — Nano Banana, GPT Image, Grok, Flux, Sora, Veo, Seedance, and Wan."},"updatedAt":"2026-04-22T04:15:10.231Z"}}