{"jtbdId":"coding-agent","categoryId":null,"sort":"overall","minConfidence":"low","region":null,"asOf":"2026-10-19","freshness":{"scoreAsOfMin":"2026-09-14","scoreAsOfMax":"2026-10-19","contractAsOf":"2026-10-03","note":"asOf values come from each row's scores.asOf. They are not a live price or latency pull."},"rankContract":{"style":"editorial_weighted","notAnElo":true,"notComparableTo":["lmarena_elo","artificial_analysis_intelligence_index","openrouter_throughput_p50"],"sortMeans":"Higher catalog score first within this JTBD or category. Not cross-category comparable."},"priceSort":{"available":true,"param":"sort=price","direction":"ascending_cheapest_sourced_input_first","coverage":{"considered":8,"withSourcedInputTokenPrice":6,"excludedFromPriceSort":2,"label":"6 of 8 candidates have a matching chat_completion_input price; 2 candidates excluded from sort=price. min sourced input SKU among candidates; not quality-adjusted"}},"unavailableFilters":[{"name":"throughput","reason":"No measured tokens/sec in this catalog. Do not invent TTFT."},{"name":"context_length","reason":"No structured context-window field yet. See research/gaps.md."}],"scoring":{"scale":"0-10","lockInRisk":"higher = more lock-in / worse; overall uses 10-lockInRisk","formula":"JTBD reweight using coding-agent weights; jtbdScores overrides win"},"results":[{"rank":1,"providerId":"anthropic","slug":"anthropic","name":"Anthropic","tagline":"Depot default for serious coding and production agents. Prefer Sonnet for cost/quality; reserve Opus for hard…","status":"active","categoryIds":["cat-inference-apis"],"regions":["global","us"],"overall":8.42,"scores":{"capabilityFit":9.7,"pricePerformance":6.8,"latencyReliability":8.7,"developerDx":9.2,"privacyPosture":9,"lockInRisk":6.5,"maturity":9.4,"overall":8.42,"kind":"curated_estimate","confidence":"high","asOf":"2026-10-19","sources":["Anthropic pricing: https://www.anthropic.com/pricing","Claude Sonnet 5: https://www.anthropic.com/news/claude-sonnet-5"],"notes":"Depot default for serious coding and production agents. Prefer Sonnet for cost/quality; reserve Opus for hard reasoning. Pair with Bedrock/Vertex if procurement demands cloud wrappers."},"isDepotPick":true,"isRunnerUp":false,"sourcedInputUsdPerMillionTokens":0.1,"priceSort":{"skuKind":"chat_completion_input","unit":"usd_per_million_input_tokens","amountUsd":0.1,"skuId":"anthropic-haiku-55-input-le-100k","sku":"Haiku 5.5 (prompts up to 100K tokens)","comparison":"min sourced input SKU among candidates; not quality-adjusted","usdPerMillionInputTokens":0.1}},{"rank":2,"providerId":"openai","slug":"openai","name":"OpenAI","tagline":"Default when you want maximum capability and ecosystem glue. Multi-home critical paths behind OpenAI-compat…","status":"active","categoryIds":["cat-inference-apis","cat-media-gen"],"regions":["global","us"],"overall":8.22,"scores":{"capabilityFit":9.6,"pricePerformance":6.2,"latencyReliability":8.8,"developerDx":9.5,"privacyPosture":7.8,"lockInRisk":7.2,"maturity":9.8,"overall":8.22,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14","sources":["OpenAI GPT-5.6 announcement: https://openai.com/index/gpt-5-6/","OpenAI API: https://platform.openai.com"],"notes":"Default when you want maximum capability and ecosystem glue. Multi-home critical paths behind OpenAI-compat so Anthropic/Gemini remain exit ramps."},"isDepotPick":false,"isRunnerUp":true,"sourcedInputUsdPerMillionTokens":0.1,"priceSort":{"skuKind":"chat_completion_input","unit":"usd_per_million_input_tokens","amountUsd":0.1,"skuId":"openai-gpt-6-luna-short-input","sku":"gpt-6-luna","comparison":"min sourced input SKU among candidates; not quality-adjusted","usdPerMillionInputTokens":0.1}},{"rank":3,"providerId":"mistral","slug":"mistral","name":"Mistral AI","tagline":"Default EU-friendly LLM vendor. Pair with Mistral-hosted or self-host open weights when sovereignty matters.","status":"active","categoryIds":["cat-inference-apis"],"regions":["eu","global"],"overall":8.05,"scores":{"capabilityFit":8.2,"pricePerformance":8.4,"latencyReliability":8,"developerDx":8,"privacyPosture":8.5,"lockInRisk":4,"maturity":8.2,"overall":8.05,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14","sources":["Mistral AI: https://mistral.ai","Mistral docs: https://docs.mistral.ai"],"notes":"Default EU-friendly LLM vendor. Pair with Mistral-hosted or self-host open weights when sovereignty matters."},"isDepotPick":false,"isRunnerUp":true,"sourcedInputUsdPerMillionTokens":0.5,"priceSort":{"skuKind":"chat_completion_input","unit":"usd_per_million_input_tokens","amountUsd":0.5,"skuId":"mistral-large-input-faq","sku":"Mistral Large","comparison":"min sourced input SKU among candidates; not quality-adjusted","usdPerMillionInputTokens":0.5}},{"rank":4,"providerId":"deepseek","slug":"deepseek","name":"DeepSeek","tagline":"Unbeatable $/quality for many workloads — if your compliance team allows it. Otherwise host similar open…","status":"active","categoryIds":["cat-inference-apis"],"regions":["cn","global"],"overall":7.95,"scores":{"capabilityFit":8.8,"pricePerformance":9.8,"latencyReliability":7.8,"developerDx":8,"privacyPosture":4.5,"lockInRisk":4,"maturity":7.5,"overall":7.95,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14","sources":["DeepSeek: https://www.deepseek.com","DeepSeek API docs: https://api-docs.deepseek.com","DeepSeek platform: https://platform.deepseek.com"],"notes":"Unbeatable $/quality for many workloads — if your compliance team allows it. Otherwise host similar open weights on Fireworks/Together/DeepInfra."},"isDepotPick":false,"isRunnerUp":true,"sourcedInputUsdPerMillionTokens":null,"priceSort":{"skuKind":"chat_completion_input","unit":null,"amountUsd":null,"skuId":null,"sku":null,"comparison":"min sourced input SKU among candidates; not quality-adjusted","usdPerMillionInputTokens":null}},{"rank":5,"providerId":"moonshot","slug":"moonshot","name":"Moonshot (Kimi)","tagline":"Long-context runner when Gemini procurement is blocked and you want 1M ctx at $3/$15. Google AI stays Depot…","status":"active","categoryIds":["cat-inference-apis"],"regions":["global","cn"],"overall":7.9,"scores":{"capabilityFit":8.6,"pricePerformance":8.4,"latencyReliability":7.8,"developerDx":8.2,"privacyPosture":6.2,"lockInRisk":4,"maturity":8,"overall":7.9,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14","sources":["Kimi chat pricing: https://platform.kimi.ai/docs/pricing/chat","Moonshot / Kimi platform: https://platform.kimi.ai"],"notes":"Long-context runner when Gemini procurement is blocked and you want 1M ctx at $3/$15. Google AI stays Depot long-context pick; Anthropic for coding-agent."},"isDepotPick":false,"isRunnerUp":false,"sourcedInputUsdPerMillionTokens":0.95,"priceSort":{"skuKind":"chat_completion_input","unit":"usd_per_million_input_tokens","amountUsd":0.95,"skuId":"moonshot-kimi-k2-6-in","sku":"kimi-k2.6","comparison":"min sourced input SKU among candidates; not quality-adjusted","usdPerMillionInputTokens":0.95}},{"rank":6,"providerId":"dashscope","slug":"dashscope","name":"Alibaba Cloud Model Studio (DashScope)","tagline":"Catalog dashscope for Alibaba Model Studio / DashScope international Qwen. Complements Moonshot/MiniMax/Z.AI…","status":"active","categoryIds":["cat-inference-apis","cat-media-gen"],"regions":["global","sg","cn","eu","us","jp"],"overall":7.86,"scores":{"capabilityFit":8.6,"pricePerformance":8.2,"latencyReliability":8.4,"developerDx":7.2,"privacyPosture":7,"lockInRisk":5.5,"maturity":8.8,"overall":7.86,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14","sources":["Model Studio model pricing: https://www.alibabacloud.com/help/en/model-studio/model-pricing","Model Studio overview: https://docs.modelstudio.console.alibabacloud.com/en/model-studio/what-is-model-studio","List models API: https://docs.modelstudio.console.alibabacloud.com/en/model-studio/list-models"],"notes":"Catalog dashscope for Alibaba Model Studio / DashScope international Qwen. Complements Moonshot/MiniMax/Z.AI for CN-origin models with indie-usable intl SKUs. Open-model hosts (Fireworks/Together) still win pure open-weight ops."},"isDepotPick":false,"isRunnerUp":true,"sourcedInputUsdPerMillionTokens":null,"priceSort":{"skuKind":"chat_completion_input","unit":null,"amountUsd":null,"skuId":null,"sku":null,"comparison":"min sourced input SKU among candidates; not quality-adjusted","usdPerMillionInputTokens":null}},{"rank":7,"providerId":"minimax","slug":"minimax","name":"MiniMax","tagline":"Primary indie-usable Chinese multimodal API alongside Moonshot. Prefer Anthropic/OpenAI for coding agents…","status":"active","categoryIds":["cat-inference-apis","cat-media-gen"],"regions":["global","cn","us"],"overall":7.83,"scores":{"capabilityFit":8.4,"pricePerformance":8.8,"latencyReliability":7.8,"developerDx":8.2,"privacyPosture":6.2,"lockInRisk":4.8,"maturity":7.6,"overall":7.83,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14","sources":["MiniMax PAYG pricing: https://platform.minimax.io/docs/guides/pricing-paygo","MiniMax Token Plan: https://platform.minimax.io/docs/guides/pricing-token-plan","MiniMax platform: https://platform.minimax.io"],"notes":"Primary indie-usable Chinese multimodal API alongside Moonshot. Prefer Anthropic/OpenAI for coding agents; MiniMax when you want one vendor for M3 + cheap TTS/video on intl endpoints."},"isDepotPick":false,"isRunnerUp":true,"sourcedInputUsdPerMillionTokens":0.15,"priceSort":{"skuKind":"chat_completion_input","unit":"usd_per_million_input_tokens","amountUsd":0.15,"skuId":"minimax-minimax-m3-1-flash-in","sku":"MiniMax-M3.1-Flash","comparison":"min sourced input SKU among candidates; not quality-adjusted","usdPerMillionInputTokens":0.15}},{"rank":8,"providerId":"zai","slug":"zai","name":"Z.AI (Zhipu GLM)","tagline":"International GLM via z.ai — catalog zai, not a second Zhipu mainland-only SKU. Strong cheap/coding runner…","status":"active","categoryIds":["cat-inference-apis","cat-media-gen"],"regions":["global","cn"],"overall":7.79,"scores":{"capabilityFit":8.2,"pricePerformance":9,"latencyReliability":7.6,"developerDx":8,"privacyPosture":6,"lockInRisk":4.6,"maturity":8,"overall":7.79,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14","sources":["Z.AI pricing: https://docs.z.ai/guides/overview/pricing","Z.AI docs: https://docs.z.ai","Z.AI: https://z.ai"],"notes":"International GLM via z.ai — catalog zai, not a second Zhipu mainland-only SKU. Strong cheap/coding runner beside DeepSeek/Moonshot; Depot coding pick stays Anthropic."},"isDepotPick":false,"isRunnerUp":true,"sourcedInputUsdPerMillionTokens":0.04,"priceSort":{"skuKind":"chat_completion_input","unit":"usd_per_million_input_tokens","amountUsd":0.04,"skuId":"zai-glm-4-6v-flashx-in","sku":"GLM-4.6V-FlashX","comparison":"min sourced input SKU among candidates; not quality-adjusted","usdPerMillionInputTokens":0.04}}],"quote":"/api/quote?jtbd=coding-agent","editorialPriorAsOf":"2026-09-14","pricingLastVerifiedAt":"2026-10-27","jtbd":"coding-agent","jtbdAssumed":false,"assumptionNote":null,"defaultJtbd":"coding-agent","crossCategory":false,"note":"JTBD-scoped board for coding-agent"}