Headline USD token rates per 1M; other currencies and units remain native. Original rates are below. Unknown means no unambiguous headline; inspect all rates and conditions below.
API listingInputCache readOutputCapability (Epoch AI)
Qwen 3.8 MaxCompare Qwen3.8-Max across 2 providersUSD 2.00 / 1M tokensstandardUSD 0.25 / 1M tokensstandardUSD 6.00 / 1M tokensstandardNo independent capability score

Rates, billing conditions and sources

Qwen 3.8 Max

Service ID: Unknown · Context window: Unknown · Listing status: active

All rates, conditions and sources

Input: USD 2.00 / 1M tokens · Standard · Modality: unspecified

Region: unknown · Endpoint scope: unknown · Tier: standard · Billing: Unknown · Prompt bracket: none stated · Cache TTL: Unknown seconds · Valid through: Unknown

  • Fireworks AI serverless per-token price from the "Text and vision models" table, USD per 1M tokens ("Prices below are per 1 million tokens in US dollars"). Batch inference (the page states it "is billed at 50% of serverless pricing on both input and output"), the size-based "Other base models" prices, embeddings, on-demand GPU deployments and training are out of scope.
  • Price row "Qwen 3.8 Max". The page states no region or endpoint for this row. The row links the Fireworks model page https://app.fireworks.ai/models/fireworks/qwen3p8-max; the pricing page states no API model ID.
  • "Standard" column: the Standard serverless mode.
  • Input tokens (the first price, "input").

Cache read: USD 0.25 / 1M tokens · Standard · Modality: unspecified

Region: unknown · Endpoint scope: unknown · Tier: standard · Billing: Unknown · Prompt bracket: none stated · Cache TTL: Unknown seconds · Valid through: Unknown

  • Fireworks AI serverless per-token price from the "Text and vision models" table, USD per 1M tokens ("Prices below are per 1 million tokens in US dollars"). Batch inference (the page states it "is billed at 50% of serverless pricing on both input and output"), the size-based "Other base models" prices, embeddings, on-demand GPU deployments and training are out of scope.
  • Price row "Qwen 3.8 Max". The page states no region or endpoint for this row. The row links the Fireworks model page https://app.fireworks.ai/models/fireworks/qwen3p8-max; the pricing page states no API model ID.
  • "Standard" column: the Standard serverless mode.
  • Cached input tokens served from prompt cache (the second price, "cached input"). The source states no cache-write price or cache TTL.

Output: USD 6.00 / 1M tokens · Standard · Modality: unspecified

Region: unknown · Endpoint scope: unknown · Tier: standard · Billing: Unknown · Prompt bracket: none stated · Cache TTL: Unknown seconds · Valid through: Unknown

  • Fireworks AI serverless per-token price from the "Text and vision models" table, USD per 1M tokens ("Prices below are per 1 million tokens in US dollars"). Batch inference (the page states it "is billed at 50% of serverless pricing on both input and output"), the size-based "Other base models" prices, embeddings, on-demand GPU deployments and training are out of scope.
  • Price row "Qwen 3.8 Max". The page states no region or endpoint for this row. The row links the Fireworks model page https://app.fireworks.ai/models/fireworks/qwen3p8-max; the pricing page states no API model ID.
  • "Standard" column: the Standard serverless mode.
  • Output tokens (the third price, "output").

Input: USD 3.00 / 1M tokens · Priority · Modality: unspecified

Region: unknown · Endpoint scope: unknown · Tier: priority · Billing: Unknown · Prompt bracket: none stated · Cache TTL: Unknown seconds · Valid through: Unknown

  • Fireworks AI serverless per-token price from the "Text and vision models" table, USD per 1M tokens ("Prices below are per 1 million tokens in US dollars"). Batch inference (the page states it "is billed at 50% of serverless pricing on both input and output"), the size-based "Other base models" prices, embeddings, on-demand GPU deployments and training are out of scope.
  • Price row "Qwen 3.8 Max". The page states no region or endpoint for this row. The row links the Fireworks model page https://app.fireworks.ai/models/fireworks/qwen3p8-max; the pricing page states no API model ID.
  • "Priority" column: the Priority serverless mode, priced on the same row. The source states: "— in the Priority column means Priority is not available for that model. This pricing table is the source of truth for Priority availability."
  • Input tokens (the first price, "input").

Cache read: USD 0.375 / 1M tokens · Priority · Modality: unspecified

Region: unknown · Endpoint scope: unknown · Tier: priority · Billing: Unknown · Prompt bracket: none stated · Cache TTL: Unknown seconds · Valid through: Unknown

  • Fireworks AI serverless per-token price from the "Text and vision models" table, USD per 1M tokens ("Prices below are per 1 million tokens in US dollars"). Batch inference (the page states it "is billed at 50% of serverless pricing on both input and output"), the size-based "Other base models" prices, embeddings, on-demand GPU deployments and training are out of scope.
  • Price row "Qwen 3.8 Max". The page states no region or endpoint for this row. The row links the Fireworks model page https://app.fireworks.ai/models/fireworks/qwen3p8-max; the pricing page states no API model ID.
  • "Priority" column: the Priority serverless mode, priced on the same row. The source states: "— in the Priority column means Priority is not available for that model. This pricing table is the source of truth for Priority availability."
  • Cached input tokens served from prompt cache (the second price, "cached input"). The source states no cache-write price or cache TTL.

Output: USD 9.00 / 1M tokens · Priority · Modality: unspecified

Region: unknown · Endpoint scope: unknown · Tier: priority · Billing: Unknown · Prompt bracket: none stated · Cache TTL: Unknown seconds · Valid through: Unknown

  • Fireworks AI serverless per-token price from the "Text and vision models" table, USD per 1M tokens ("Prices below are per 1 million tokens in US dollars"). Batch inference (the page states it "is billed at 50% of serverless pricing on both input and output"), the size-based "Other base models" prices, embeddings, on-demand GPU deployments and training are out of scope.
  • Price row "Qwen 3.8 Max". The page states no region or endpoint for this row. The row links the Fireworks model page https://app.fireworks.ai/models/fireworks/qwen3p8-max; the pricing page states no API model ID.
  • "Priority" column: the Priority serverless mode, priced on the same row. The source states: "— in the Priority column means Priority is not available for that model. This pricing table is the source of truth for Priority availability."
  • Output tokens (the third price, "output").

Developer: Unknown / not verified · API seller: Fireworks AI

Checkpoint: Unknown / not verified · Lineage: Unknown / not verified

Official pricing ↗

Price observed: 2026-11-02T04:29:30.573Z · Price source checked: 2026-11-02T04:29:30.573Z · Price freshness: fresh

Weight-license reviewed: Unknown. Open weights do not establish permission for every commercial use; consult the linked terms.

Gating: unknown · Code license: Unknown / not verified · API availability: available (dated observation, not a live service check)

Source, conditions and dates

Primary source ↗ · vendor-docs · Claims: fireworks-ember-1: pricing · fireworks-ember-1: availability · fireworks-kimi-k3: pricing · fireworks-kimi-k3: availability · fireworks-kimi-k3-us: pricing · fireworks-kimi-k3-us: availability · fireworks-deepseek-v4-1-flash: pricing · fireworks-deepseek-v4-1-flash: availability · fireworks-deepseek-v4-1-flash-us: pricing · fireworks-deepseek-v4-1-flash-us: availability · fireworks-glm-5-3-flash: pricing · fireworks-glm-5-3-flash: availability · fireworks-glm-5-3-flash-us: pricing · fireworks-glm-5-3-flash-us: availability · fireworks-glm-5-3: pricing · fireworks-glm-5-3: availability · fireworks-glm-5-3-us: pricing · fireworks-glm-5-3-us: availability · fireworks-qwen-3-8-max: pricing · fireworks-qwen-3-8-max: availability · fireworks-minimax-m3: pricing · fireworks-minimax-m3: availability · fireworks-gpt-oss-120b: pricing · fireworks-gpt-oss-120b: availability · fireworks-nemotron-3-5-lightning-30b-a3b: pricing · fireworks-nemotron-3-5-lightning-30b-a3b: availability · fireworks-nemotron-3-ultra-preview: pricing · fireworks-nemotron-3-ultra-preview: availability · Retrieved · Effective: Unknown · Checked: 2026-10-09T20:15:25.930Z · Reviewed: Unknown · Review after: 2026-10-19T20:15:25.930Z · Freshness: stale · Confidence: A

  • Raw SHA-256: 51f7f677cc9913ee569fb563c517530a65380534ec6a558d7cb92ef2a2166179; collector fireworks-markdown-1.
  • Hosted serverless pricing and listing observation only; no checkpoint, developer, license, context-window, modality or release-date assertions. Like the other hosted providers (OpenRouter, Novita, PPIO), offers are not linked to checkpoints. Availability rests on this official Fireworks pricing page listing the row, as for the direct providers (xAI, Mistral AI).
  • The pricing page names models and links their Fireworks model pages but states no API model IDs, so offers record none. No account or regional eligibility claim.

Primary source ↗ · vendor-docs · Claims: fireworks-ember-1: pricing · fireworks-ember-1: availability · fireworks-kimi-k3: pricing · fireworks-kimi-k3: availability · fireworks-kimi-k3-us: pricing · fireworks-kimi-k3-us: availability · fireworks-deepseek-v4-1-flash: pricing · fireworks-deepseek-v4-1-flash: availability · fireworks-deepseek-v4-1-flash-us: pricing · fireworks-deepseek-v4-1-flash-us: availability · fireworks-deepseek-v4-1-flash-1017: pricing · fireworks-deepseek-v4-1-flash-1017: availability · fireworks-deepseek-v4-1-flash-1017-us: pricing · fireworks-deepseek-v4-1-flash-1017-us: availability · fireworks-glm-5-3-flash: pricing · fireworks-glm-5-3-flash: availability · fireworks-glm-5-3-flash-us: pricing · fireworks-glm-5-3-flash-us: availability · fireworks-glm-5-3: pricing · fireworks-glm-5-3: availability · fireworks-glm-5-3-us: pricing · fireworks-glm-5-3-us: availability · fireworks-qwen-3-8-max: pricing · fireworks-qwen-3-8-max: availability · fireworks-minimax-m3: pricing · fireworks-minimax-m3: availability · fireworks-gpt-oss-120b: pricing · fireworks-gpt-oss-120b: availability · fireworks-nemotron-3-5-lightning-30b-a3b: pricing · fireworks-nemotron-3-5-lightning-30b-a3b: availability · fireworks-nemotron-3-ultra-preview: pricing · fireworks-nemotron-3-ultra-preview: availability · Retrieved · Effective: Unknown · Checked: 2026-10-26T01:02:28.541Z · Reviewed: Unknown · Review after: 2026-11-05T01:02:28.541Z · Freshness: stale · Confidence: A

  • Raw SHA-256: dc3e015d2559b21a6bd549bdb0ac09f1bb1c33e513363b98ea3441001e784b3b; collector fireworks-markdown-1.
  • Hosted serverless pricing and listing observation only; no checkpoint, developer, license, context-window, modality or release-date assertions. Like the other hosted providers (OpenRouter, Novita, PPIO), offers are not linked to checkpoints. Availability rests on this official Fireworks pricing page listing the row, as for the direct providers (xAI, Mistral AI).
  • The pricing page names models and links their Fireworks model pages but states no API model IDs, so offers record none. No account or regional eligibility claim.

Primary source ↗ · vendor-docs · Claims: fireworks-ember-1: pricing · fireworks-ember-1: availability · fireworks-kimi-k3: pricing · fireworks-kimi-k3: availability · fireworks-kimi-k3-us: pricing · fireworks-kimi-k3-us: availability · fireworks-deepseek-v4-1-flash: pricing · fireworks-deepseek-v4-1-flash: availability · fireworks-deepseek-v4-1-flash-us: pricing · fireworks-deepseek-v4-1-flash-us: availability · fireworks-deepseek-v4-1-flash-1017: pricing · fireworks-deepseek-v4-1-flash-1017: availability · fireworks-deepseek-v4-1-flash-1017-us: pricing · fireworks-deepseek-v4-1-flash-1017-us: availability · fireworks-glm-5-3-flash: pricing · fireworks-glm-5-3-flash: availability · fireworks-glm-5-3-flash-us: pricing · fireworks-glm-5-3-flash-us: availability · fireworks-glm-5-3: pricing · fireworks-glm-5-3: availability · fireworks-glm-5-3-us: pricing · fireworks-glm-5-3-us: availability · fireworks-qwen-3-8-max: pricing · fireworks-qwen-3-8-max: availability · fireworks-minimax-m3: pricing · fireworks-minimax-m3: availability · fireworks-gpt-oss-120b: pricing · fireworks-gpt-oss-120b: availability · fireworks-nemotron-3-5-lightning-30b-a3b: pricing · fireworks-nemotron-3-5-lightning-30b-a3b: availability · fireworks-nemotron-3-ultra-preview: pricing · fireworks-nemotron-3-ultra-preview: availability · fireworks-muse-spark-open: pricing · fireworks-muse-spark-open: availability · Retrieved · Effective: Unknown · Checked: 2026-10-27T01:27:07.784Z · Reviewed: Unknown · Review after: 2026-11-06T01:27:07.784Z · Freshness: stale · Confidence: A

  • Raw SHA-256: dc3e015d2559b21a6bd549bdb0ac09f1bb1c33e513363b98ea3441001e784b3b; collector fireworks-markdown-1.
  • Hosted serverless pricing and listing observation only; no checkpoint, developer, license, context-window, modality or release-date assertions. Like the other hosted providers (OpenRouter, Novita, PPIO), offers are not linked to checkpoints. Availability rests on this official Fireworks pricing page listing the row, as for the direct providers (xAI, Mistral AI).
  • The pricing page names models and links their Fireworks model pages but states no API model IDs, so offers record none. No account or regional eligibility claim.

Primary source ↗ · vendor-docs · Claims: fireworks-ember-1: pricing · fireworks-ember-1: availability · fireworks-kimi-k3: pricing · fireworks-kimi-k3: availability · fireworks-kimi-k3-us: pricing · fireworks-kimi-k3-us: availability · fireworks-deepseek-v4-1-flash: pricing · fireworks-deepseek-v4-1-flash: availability · fireworks-deepseek-v4-1-flash-us: pricing · fireworks-deepseek-v4-1-flash-us: availability · fireworks-deepseek-v4-1-flash-1017: pricing · fireworks-deepseek-v4-1-flash-1017: availability · fireworks-deepseek-v4-1-flash-1017-us: pricing · fireworks-deepseek-v4-1-flash-1017-us: availability · fireworks-glm-5-3-flash: pricing · fireworks-glm-5-3-flash: availability · fireworks-glm-5-3-flash-us: pricing · fireworks-glm-5-3-flash-us: availability · fireworks-glm-5-3: pricing · fireworks-glm-5-3: availability · fireworks-glm-5-3-us: pricing · fireworks-glm-5-3-us: availability · fireworks-qwen-3-8-max: pricing · fireworks-qwen-3-8-max: availability · fireworks-minimax-m3: pricing · fireworks-minimax-m3: availability · fireworks-gpt-oss-120b: pricing · fireworks-gpt-oss-120b: availability · fireworks-nemotron-3-5-lightning-30b-a3b: pricing · fireworks-nemotron-3-5-lightning-30b-a3b: availability · fireworks-nemotron-3-ultra-preview: pricing · fireworks-nemotron-3-ultra-preview: availability · fireworks-muse-spark-open: pricing · fireworks-muse-spark-open: availability · Retrieved · Effective: Unknown · Checked: 2026-10-30T04:31:13.710Z · Reviewed: Unknown · Review after: 2026-11-09T04:31:13.710Z · Freshness: stale · Confidence: A

  • Raw SHA-256: 46b0511a91d18ef0dd17f7b418d78b9b920307a2822e6ace7e7e7bb5d97386d4; collector fireworks-markdown-1.
  • Hosted serverless pricing and listing observation only; no checkpoint, developer, license, context-window, modality or release-date assertions. Like the other hosted providers (OpenRouter, Novita, PPIO), offers are not linked to checkpoints. Availability rests on this official Fireworks pricing page listing the row, as for the direct providers (xAI, Mistral AI).
  • The pricing page names models and links their Fireworks model pages but states no API model IDs, so offers record none. No account or regional eligibility claim.

Primary source ↗ · vendor-docs · Claims: fireworks-ember-1: pricing · fireworks-ember-1: availability · fireworks-kimi-k3: pricing · fireworks-kimi-k3: availability · fireworks-kimi-k3-us: pricing · fireworks-kimi-k3-us: availability · fireworks-deepseek-v4-1-flash: pricing · fireworks-deepseek-v4-1-flash: availability · fireworks-deepseek-v4-1-flash-us: pricing · fireworks-deepseek-v4-1-flash-us: availability · fireworks-deepseek-v4-1-flash-1017: pricing · fireworks-deepseek-v4-1-flash-1017: availability · fireworks-deepseek-v4-1-flash-1017-us: pricing · fireworks-deepseek-v4-1-flash-1017-us: availability · fireworks-glm-5-3-flash: pricing · fireworks-glm-5-3-flash: availability · fireworks-glm-5-3-flash-us: pricing · fireworks-glm-5-3-flash-us: availability · fireworks-glm-5-3: pricing · fireworks-glm-5-3: availability · fireworks-glm-5-3-us: pricing · fireworks-glm-5-3-us: availability · fireworks-qwen-3-8-max: pricing · fireworks-qwen-3-8-max: availability · fireworks-minimax-m3: pricing · fireworks-minimax-m3: availability · fireworks-gpt-oss-120b: pricing · fireworks-gpt-oss-120b: availability · fireworks-nemotron-3-5-lightning-30b-a3b: pricing · fireworks-nemotron-3-5-lightning-30b-a3b: availability · fireworks-nemotron-3-ultra-preview: pricing · fireworks-nemotron-3-ultra-preview: availability · fireworks-muse-spark-open: pricing · fireworks-muse-spark-open: availability · fireworks-ultramarine-1-flash-us: pricing · fireworks-ultramarine-1-flash-us: availability · Retrieved · Effective: Unknown · Checked: 2026-11-02T04:29:30.573Z · Reviewed: Unknown · Review after: 2026-11-12T04:29:30.573Z · Freshness: fresh · Confidence: A

  • Raw SHA-256: 46b0511a91d18ef0dd17f7b418d78b9b920307a2822e6ace7e7e7bb5d97386d4; collector fireworks-markdown-1.
  • Hosted serverless pricing and listing observation only; no checkpoint, developer, license, context-window, modality or release-date assertions. Like the other hosted providers (OpenRouter, Novita, PPIO), offers are not linked to checkpoints. Availability rests on this official Fireworks pricing page listing the row, as for the direct providers (xAI, Mistral AI).
  • The pricing page names models and links their Fireworks model pages but states no API model IDs, so offers record none. No account or regional eligibility claim.
About capability scores (Epoch AI)

Capability scores: Epoch AI, 'Capabilities & benchmarking'. Published online at epoch.ai. Retrieved from 'https://epoch.ai/benchmarks' [online resource], epoch.ai/benchmarks. Accessed 2026-10-31. Licensed CC BY 4.0; values here are rounded to one decimal place and grouped into bands.

The Epoch Capabilities Index (ECI) combines many benchmarks on a scale where Claude 3.5 Sonnet is 130 and GPT-5 is 150. Bands, on the displayed one-decimal score: Frontier 160+, Strong 150–159.9, Capable 140–149.9, Entry below 140. Each score has a 90% range; a range that crosses a band boundary is flagged. Models are not ranked: neighbouring scores often overlap.

A benchmark is not your workload. Epoch's scores mostly reflect runs at the highest reasoning effort, which use more output tokens than default settings. Scores are dated and can shift between Epoch releases. A score belongs to the developer's model; a host listing shows the same model's score, but hosts may serve different versions or quantizations.

How headline rates are chosen

Headline rates use the directory's shared rule: the rate a buyer meets by default, chosen by billing, tier and context dimensions and never by price. Context caps, the bracket starting at zero and short-context variants are labeled; unverified availability is flagged and is not a service guarantee. Batch, off-peak and other variants remain in the details; ambiguous headlines stay unknown.

No currency conversion is performed. Missing cache prices are unknown, not zero. Equal units do not establish equivalent models or service conditions. See the methodology and source register.