{"model":"zai/glm-5.3","benchmarks":{"errors":["AA API HTTP 429"],"source":"Artificial Analysis","status":"available","variants":[{"api":{"data":{"id":"cd684ea4-b475-4269-b001-d469d06d8a7a","name":"GLM-5.3 (Max)","slug":"glm-5-3","pricing":{"price_1m_input_tokens":1.4,"price_1m_output_tokens":4.4,"price_1m_cache_hit_tokens":0.26,"price_1m_cache_write_tokens":null},"evaluations":{"artificial_analysis_legal_index":42,"artificial_analysis_coding_index":74.8,"artificial_analysis_agentic_index":53.1,"artificial_analysis_economics_index":51.2,"artificial_analysis_engineering_index":47.1,"artificial_analysis_intelligence_index":44.8,"artificial_analysis_strategy_and_ops_index":47.6,"artificial_analysis_finance_and_accounting_index":44.7,"artificial_analysis_healthcare_and_medical_index":46.7},"performance":{"median_output_tokens_per_second":58.16,"median_time_to_first_token_seconds":3.5,"median_end_to_end_response_time_seconds":46.48,"median_time_to_first_answer_token_seconds":37.88},"release_date":"2026-08-18","model_creator":{"id":"67437eb6-7dc1-4e93-befd-22c8b8ec2065","name":"Z AI"},"artificial_analysis_intelligence_index_cost":{"total_cost":2503.48,"cost_per_task":{"total_cost":2.0056}}},"source":"https://artificialanalysis.ai/api/v2/language/models/free","status":"ok","metadata":{"tier":"free","intelligence_index_version":4.3},"fetchedAt":"2026-10-14T16:24:48.193Z"},"data":{"name":"GLM-5.3","slug":"glm-5-3","creator":{"logo":"/img/logos/zai.svg","name":"Z AI","slug":"zai"},"modelCount":2,"releaseDate":"2026-08-18","intelligenceIndex":31.653381843882},"name":"GLM-5.3","slug":"glm-5-3","source":"https://artificialanalysis.ai/models/glm-5-3","fetchedAt":"2026-11-03T20:34:59.534Z","pageRecords":[{"name":"GLM-5.3","slug":"glm-5-3","creator":{"logo":"/img/logos/zai.svg","name":"Z AI","slug":"zai"},"modelCount":2,"releaseDate":"2026-08-18","intelligenceIndex":31.653381843882},{"id":"cd684ea4-b475-4269-b001-d469d06d8a7a","hle":0.422613531047266,"lcr":0.796666666666667,"gpqa":0.917171717171717,"name":"GLM-5.3 (Max)","slug":"glm-5-3","tau2":null,"aime25":null,"critpt":0.191428571428571,"effort":{"slug":"max","label":"max","level":60},"gdpval":1656.88,"suffix":"Max","aa3dElo":783.0098,"creator":{"id":"67437eb6-7dc1-4e93-befd-22c8b8ec2065","logo":"/img/logos/zai.svg","name":"Z AI","slug":"zai","color":"#1c7ff8","country":"cn"},"ifbench":null,"mmmuPro":null,"release":{"name":"GLM-5.3","slug":"glm-5-3","deprecatedTo":null},"scicode":0.590277777777778,"openness":{"opennessIndex":33.333333333333336,"modelAvailability":5,"transparencyMethodology":1,"transparencyPreTrainingData":0,"transparencyPostTrainingData":0},"harveyLab":0.0027777777777777775,"shortName":"GLM-5.3 (max)","sizeClass":"large","apexAgents":null,"deprecated":false,"hleDiamond":0.179,"itBenchSre":0.460828625235405,"licenseUrl":"https://huggingface.co/zai-org/GLM-5.3/blob/main/LICENSE","parameters":753,"tauBanking":0.503092783505155,"healthbench":0.5452947563714743,"isReasoning":true,"licenseName":"GLM-5.3 License","mlcrOverall":0.172222222222222,"omniscience":6.033333333333333,"releaseDate":"2026-08-18","analystAgent":0.3875,"capabilities":{"legal":35.8074216305986,"economics":39.3159666666667,"engineering":37.59005254329,"strategyAndOps":47.3952856144673,"financeAndAccounting":42.1341201326862,"healthcareAndMedical":39.3370171274124},"frontierCode":0.400752,"cacheHitPrice":0.26,"code2videoElo":1033.51,"gdpPdfAllPass":0.112,"isOpenWeights":true,"livecodebench":null,"timescaleData":{"medianOutputSpeed":87.8796497060735,"medianTimeToFirstChunk":1.47998926600002},"frontierCode20":0.21587095959596,"gdpvalInterval":{"lower":1638,"upper":1676},"hostModelCount":28,"aa3dEloInterval":{"lower":749,"upper":817},"cacheWritePrice":null,"reasoningTokens":2000,"terminalBench21":0.838951310861423,"terminalBench40":0.419191919191919,"chartHighlighted":true,"enterpriseOpsGym":0.36436884512085943,"personalityBench":{"scores":{"slop":1213.78,"direct":715.12,"sincere":1400.26,"creative":1507.31,"eloquent":1686.4,"friendly":1108.86,"humorous":1280.33,"literate":932.69,"truthful":743.34,"confident":1123.72,"openEnded":934.58,"pragmatic":1190.25,"scannable":993.78,"structured":820.42,"answerFirst":869.81,"opinionated":1243.38,"sycophantic":908.8,"flagsNuances":1079.19,"metaphorical":1523.12,"evidenceBased":1334.11,"lexicallyVaried":1784.09,"naturalSounding":1488.32,"informationDense":1426.91,"resourceSpecific":1342.6,"admitsUncertainty":813.05,"summarizesBottomLine":893.61,"emotionallyIntelligent":1185.14,"constructivelyPushesBack":1448.5,"disclaimsWithAssumptions":853.97,"providesActionableGuidance":830.71},"indexScores":{"slop":30.7,"warmth":90.10000000000001,"conviction":90.10000000000001,"imagination":92.575,"organization":20.8,"transparency":80.2,"expressiveness":97.52499999999999,"informativeness":55.45},"indexIntervals":{"slop":{"lower":27,"upper":36},"warmth":{"lower":84,"upper":95},"conviction":{"lower":79,"upper":93},"imagination":{"lower":85,"upper":96},"organization":{"lower":17,"upper":39},"transparency":{"lower":68,"upper":82},"expressiveness":{"lower":96,"upper":99},"informativeness":{"lower":49,"upper":61}}},"critptAgenticHard":0.335,"inputModalityText":true,"intelligenceIndex":31.653381843882,"microevalsEnabled":true,"terminalbenchHard":null,"briefcaseBreakdown":{"overall":{"elo":1503.05,"lower95ci":1495.68,"upper95ci":1511.41},"presentation":{"elo":1354.36,"lower95ci":1340.44,"upper95ci":1369.31},"rubricPassRate":0.5134854771784232,"analyticalQuality":{"elo":1757.93,"lower95ci":1743.18,"upper95ci":1773.43}},"briefcaseTotalCost":514.039866984654,"inputModalityImage":false,"inputModalityVideo":false,"outputModalityText":true,"price1mInputTokens":1.4,"contextWindowTokens":1000000,"inputModalitySpeech":false,"knowledgeCutoffDate":null,"omniscienceAccuracy":0.3233333333333333,"outputModalityImage":false,"outputModalityVideo":false,"outputSpeedVariance":{"p05":51.2755378032939,"p95":107.248628019388,"q25":70.3256084459695,"q75":93.0479265499831,"median":87.8796497060735},"price1mOutputTokens":4.4,"pricePer1k1mpImages":null,"chartDefaultSelected":true,"endToEndResponseTime":{"input":1.47998926600002,"total":29.927986138559483,"answer":5.689599374511893,"reasoning":22.75839749804757},"outputModalitySpeech":false,"terminalBenchScience":0.0952380952380952,"code2videoEloInterval":{"lower":1014,"upper":1053},"intelligenceIndexCost":{"input":2901.3229974053143,"total":3495.618189005314,"answer":120.64970720000001,"output":594.2951916,"cacheRead":2625.9201981531737,"reasoning":473.6454844,"cacheWrite":269.6669824521404,"nonCacheInput":5.7358168},"modelWeightsSourceUrl":"https://huggingface.co/zai-org/GLM-5.3","performanceDataSource":{"type":"firstParty","providerName":"Z AI"},"personalityBenchMeans":{"boldCount":6.24888888888889,"charCount":2762.32888888889,"listCount":1.37444444444444,"wordCount":425.345555555556,"colonCount":6.12222222222222,"emojiCount":0.00777777777777778,"quoteCount":7.22444444444444,"tableCount":0.0177777777777778,"emDashCount":7.41777777777778,"acronymCount":2.26222222222222,"headingCount":1.09,"italicsCount":1.93222222222222,"ellipsisCount":0.0633333333333333,"questionCount":1.6,"sentenceCount":27.8,"paragraphCount":8.00888888888889,"contractionCount":10.6755555555556,"endsWithQuestion":0.1,"exclamationCount":0.0655555555555556,"avgSentenceLength":16.5910236050825,"parentheticalCount":3.60777777777778},"price1mBlended0To1To1":2.9000000000000004,"price1mBlended0To3To1":2.15,"price1mBlended7To2To1":0.9019999999999999,"timeToFirstAnswerToken":{"input":1.47998926600002,"total":24.23838676404759,"reasoning":22.75839749804757},"cacheHitDiscountPercent":0.8142857142857143,"healthbenchProfessional":0.5279803492969741,"performanceByPromptType":{"long":{"medianOutputSpeed":87.8796497060735,"medianTimeToFirstChunk":1.47998926600002,"medianEndToEndResponseTime":29.927986138559483,"medianTimeToFirstAnswerToken":24.23838676404759},"medium":{"medianOutputSpeed":76.8595368183697,"medianTimeToFirstChunk":1.29887283499999,"medianEndToEndResponseTime":33.825740722687954,"medianTimeToFirstAnswerToken":27.320367145150357},"hundredK":{"medianOutputSpeed":114.003630467965,"medianTimeToFirstChunk":4.39695436400012,"medianEndToEndResponseTime":26.32608056584068,"medianTimeToFirstAnswerToken":21.940255325472567},"mediumParallel":{"medianOutputSpeed":72.1621960372566,"medianTimeToFirstChunk":1.536861929,"medianEndToEndResponseTime":36.181040422532476,"medianTimeToFirstAnswerToken":29.252204723825983}},"price1mBlended0To100To1":1.4297029702970299,"price1mBlended100To1To1":0.3117647058823529,"openSourceCategorization":"commercial-license","timeToFirstChunkVariance":{"p05":1.23232332005006,"p95":2.33487245600001,"q25":1.30977855775003,"q75":1.99515270450001,"median":1.47998926600002},"automationBenchPartialScore":0.622028649962642,"intelligenceIndexCostPerTask":{"cost":{"input":4.485723980393173,"total":5.009264601719954,"answer":0.1505276841511242,"output":0.5235406213267805,"cacheRead":4.134167531076821,"reasoning":0.3730129371756562,"cacheWrite":0.34907576754635206,"nonCacheInput":0.0024806817699999997},"evaluations":[{"slug":"aa-briefcase","weightedCostPerTask":0.8473184620626165},{"slug":"automationbench-aa","weightedCostPerTask":0.023022340810111726},{"slug":"terminalbench-4-0","weightedCostPerTask":0.8064202070800424},{"slug":"frontiercode-2-0","weightedCostPerTask":0.9147229781857956},{"slug":"omniscience","weightedCostPerTask":0.0030779208099999994},{"slug":"gdp-pdf","weightedCostPerTask":0.008668690500000001},{"slug":"hle-diamond","weightedCostPerTask":0.01578075652},{"slug":"critpt-v2-hard","weightedCostPerTask":0.15425506176775003},{"slug":"terminal-bench-science","weightedCostPerTask":2.235998183983638}]},"intelligenceIndexEvaluations":[{"slug":"aa-briefcase","score":1503.05,"costPerTask":5.648789747084111,"timePerTask":1211.6707988980497,"outputTokensPerTask":136335.1978021978},{"slug":"automationbench-aa","score":0.622028649962642,"costPerTask":0.4604468162022345,"timePerTask":246.52278164703097,"outputTokensPerTask":27738.336377473363},{"slug":"terminalbench-4-0","score":0.419191919191919,"costPerTask":8.064202070800423,"timePerTask":1729.1923085966382,"outputTokensPerTask":194565.86363636365},{"slug":"frontiercode-2-0","score":0.21587095959596,"costPerTask":6.098153187905305,"timePerTask":941.1503348199967,"outputTokensPerTask":105896.68181818182},{"slug":"omniscience","score":6.033333333333333,"costPerTask":0.020519472066666666,"timePerTask":41.09064617887114,"outputTokensPerTask":4623.451666666667},{"slug":"gdp-pdf","score":0.112,"costPerTask":0.17337381000000002,"timePerTask":252.5552521610872,"outputTokensPerTask":28417.1},{"slug":"hle-diamond","score":0.179,"costPerTask":0.1578075652,"timePerTask":317.9975472764518,"outputTokensPerTask":35780.559},{"slug":"critpt-v2-hard","score":0.335,"costPerTask":1.5425506176775003,"timePerTask":1417.3730457504448,"outputTokensPerTask":159480.475},{"slug":"terminal-bench-science","score":0.0952380952380952,"costPerTask":14.906654559890917,"timePerTask":2379.9225598727603,"outputTokensPerTask":267784.95714285714}],"intelligenceIndexTimePerTask":1057.485342818211,"omniscienceHallucinationRate":0.38866995073891625,"inferenceParametersActiveBillions":40,"canonicalIntelligenceIndexTokenCount":{"input":10296409355,"answer":27420388,"output":135067089,"reasoning":107646701},"intelligenceIndexOutputTokensPerTask":{"answer":34210.83730707367,"output":118986.50484699552,"reasoning":84775.66753992185}},{"name":"GLM-5.3","slug":"glm-5-3","deprecatedTo":null},{"name":"GLM-5.3","slug":"glm-5-3","creator":{"logo":"/img/logos/zai.svg","name":"Z AI","slug":"zai"},"deprecated":false,"releaseDate":"2026-08-18"},{"name":"GLM-5.3 (Max)","slug":"glm-5-3","releaseSlug":"glm-5-3"}]}],"checkedAt":"2026-11-03T20:34:59.534Z","fetchedAt":"2026-10-14T16:24:48.193Z","nextCheckAt":"2026-11-04T20:34:59.534Z"}}